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1211.5632
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Modified Kubo formula with a complex force term for weak measurement
[ { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" } ]
hep-ph/0006025
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Parton Distributions in the Virtual Photon Target and Factorization Scheme Dependence We investigate parton distributions in the virtual photon target, both polarized and unpolarized, up to the next-leading order (NLO) in QCD. Parton distributions can be predicted completely up to NLO, but they are factorization-scheme-dependent. We analyze parton distributions in several factorization schemes and discuss their scheme dependence. Particular attentions are paid to the axial anomaly effect on the first moments of the polarized quark parton distributions, and also to the large-$x$ behaviors of polarized and unpolarized parton distributions.
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
[ { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" } ]
1212.0902
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Phase transition of light on complex quantum networks Recent advances in quantum optics and atomic physics allow for an unprecedented level of control over light-matter interactions, which can be exploited to investigate new physical phenomena. In this work we are interested in the role played by the topology of quantum networks describing coupled optical cavities and local atomic degrees of freedom. In particular, using a mean-field approximation, we study the phase diagram of the Jaynes-Cummings-Hubbard model on complex networks topologies, and we characterize the transition between a Mott-like phase of localized polaritons and a superfluid phase. We found that, for complex topologies, the phase diagram is non-trivial and well defined in the thermodynamic limit only if the hopping coefficient scales like the inverse of the maximal eigenvalue of the adjacency matrix of the network. Furthermore we provide numerical evidences that, for some complex network topologies, this scaling implies an asymptotically vanishing hopping coefficient in the limit of large network sizes. The latter result suggests the interesting possibility of observing quantum phase transitions of light on complex quantum networks even with very small couplings between the optical cavities.
[ { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" } ]
1611.09728
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Stapledon Decompositions and Inequalities for Coefficients of Chromatic Polynomials We use a polynomial decomposition result by Stapledon to show that the numerator polynomial of the Ehrhart series of an open polytope is the difference of two symmetric polynomials with nonnegative integer coefficients. We obtain a related decomposition for order polytopes and for the numerator polynomial of the corresponding series for chromatic polynomials. The nonnegativity of the coefficients in such decompositions provide inequalities satisfied by the coefficients of chromatic polynomials for any simple graph.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" } ]
2103.06382
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: An Improved Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization Constrained multi-objective optimization problems (CMOPs) are ubiquitous in real-world engineering optimization scenarios. A key issue in constrained multi-objective optimization is to strike a balance among convergence, diversity and feasibility. A recently proposed two-archive evolutionary algorithm for constrained multi-objective optimization (C-TAEA) has be shown as a latest algorithm. However, due to its simple implementation of the collaboration mechanism between its two co-evolving archives, C-TAEA is struggling when solving problems whose \textit{pseudo} Pareto-optimal front, which does not take constraints into consideration, dominates the \textit{feasible} Pareto-optimal front. In this paper, we propose an improved version C-TAEA, dubbed C-TAEA-II, featuring an improved update mechanism of two co-evolving archives and an adaptive mating selection mechanism to promote a better collaboration between co-evolving archives. Empirical results demonstrate the competitiveness of the proposed C-TAEA-II in comparison with five representative constrained evolutionary multi-objective optimization algorithms.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" } ]
physics/0612109
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Working with simple machines
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" } ]
1204.0072
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Generalized fuzzy rough sets based on fuzzy coverings
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" } ]
1611.04655
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI To develop an efficient motion-compensated reconstruction technique for free-breathing cardiac magnetic resonance imaging (MRI) that allows high-quality images to be reconstructed from multiple undersampled single-shot acquisitions. The proposed method is a joint image reconstruction and motion correction method consisting of several steps, including a non-rigid motion extraction and a motion-compensated reconstruction. The reconstruction includes a denoising with the Beltrami regularization, which offers an ideal compromise between feature preservation and staircasing reduction. Results were assessed in simulation, phantom and volunteer experiments. The proposed joint image reconstruction and motion correction method exhibits visible quality improvement over previous methods while reconstructing sharper edges. Moreover, when the acceleration factor increases, standard methods show blurry results while the proposed method preserves image quality. The method was applied to free-breathing single-shot cardiac MRI, successfully achieving high image quality and higher spatial resolution than conventional segmented methods, with the potential to offer high-quality delayed enhancement scans in challenging patients.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" } ]
2012.09046
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Thermal stability of monolayer $WS_2$ in BEOL conditions Monolayer tungsten disulfide ($WS_2$) has recently attracted large interest as a promising material for advanced electronic and optoelectronic devices such as photodetectors, modulators, and sensors. Since these devices can be integrated in a silicon (Si) chip via back-end-of-line (BEOL) processes, the stability of monolayer $WS_2$ in BEOL fabrication conditions should be studied. In this work, the thermal stability of monolayer single-crystal $WS_2$ at typical BEOL conditions is investigated; namely (i) heating temperature of $300$ $^\circ C$, (ii) pressures in the medium- ($10^{-3}$ mbar) and high- ($10^{-8}$ mbar) vacuum range; (iii) heating times from $30$ minutes to $20$ hours. Structural, optical and chemical analyses of $WS_2$ are performed via scanning electron microscopy (SEM), Raman spectroscopy, photoluminescence (PL) and X-ray photoelectron spectroscopy (XPS). It is found that monolayer single-crystal $WS_2$ is intrinsically stable at these temperature and pressures, even after $20$ hours of thermal treatment. The thermal stability of $WS_2$ is also preserved after exposure to low-current electron beam ($12$ pA) or low-fluence laser ($0.9$ $mJ/\mu m^2$), while higher laser fluencies cause photo-activated degradation upon thermal treatment. These results are instrumental to define fabrication and in-line monitoring procedures that allow the integration of $WS_2$ in device fabrication flows without compromising the material quality.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" } ]
1906.00544
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: 3D Magic Mirror: Automatic Video to 3D Caricature Translation Caricature is an abstraction of a real person which distorts or exaggerates certain features, but still retains a likeness. While most existing works focus on 3D caricature reconstruction from 2D caricatures or translating 2D photos to 2D caricatures, this paper presents a real-time and automatic algorithm for creating expressive 3D caricatures with caricature style texture map from 2D photos or videos. To solve this challenging ill-posed reconstruction problem and cross-domain translation problem, we first reconstruct the 3D face shape for each frame, and then translate 3D face shape from normal style to caricature style by a novel identity and expression preserving VAE-CycleGAN. Based on a labeling formulation, the caricature texture map is constructed from a set of multi-view caricature images generated by CariGANs. The effectiveness and efficiency of our method are demonstrated by comparison with baseline implementations. The perceptual study shows that the 3D caricatures generated by our method meet people's expectations of 3D caricature style.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
2103.11615
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: A Succinct Multivariate Lazy Multivariate Tower AD for Weil Algebra Computation
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" } ]
1906.08553
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Deciphering the $X(3872)$ via its polarization in prompt production at the CERN LHC Based on the hypothesis that the $X(3872)$ exotic hadron is a mixture of $\chi_{c1}(2P)$ and other states and that its prompt hadroproduction predominately proceeds via its $\chi_{c1}(2P)$ component, we calculate the prompt-$X(3872)$ polarization at the CERN LHC through next-to-leading order in $\alpha_s$ within the factorization formalism of nonrelativistic QCD, including both the color-singlet $^3\!P_1^{[1]}$ and color-octet $^3\!S_1^{[8]}$ $c\bar c$ Fock states. We also consider the polarization of the $J/\psi$ produced by the subsequent $X(3872)$ decay. We predict that, under ATLAS, CMS, and LHCb experimental conditions, the $X(3872)$ is largely longitudinally polarized, while the $J/\psi$ is largely transversely polarized. We propose that the LHC experiments perform such polarization measurements to pin down the nature of the $X(3872)$ and other $X$, $Y$, $Z$ exotic states with non-zero spin.
[ { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
[ { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" } ]
hep-th/9502081
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Noncovariant Local Symmetry in Abelian Gauge Theories
[ { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
[ { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
1406.7338
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Order-Independent Texture Synthesis
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
cond-mat/0412703
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: A star based model for the eigenvalue power law of Internet graphs
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" } ]
1012.5137
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Early Australian Optical and Radio Observations of Centaurus A The discoveries of the radio source Centaurus A and its optical counterpart NGC 5128 were important landmarks in the history of Australian astronomy. NGC 5128 was first observed in August 1826 by James Dunlop during a survey of southern objects at the Parramatta Observatory, west of the settlement at Sydney Cove. The observatory had been founded a few years earlier by Thomas Brisbane, the new governor of the British colony of New South Wales. Just over 120 years later, John Bolton, Gordon Stanley and Bruce Slee discovered the radio source Centaurus A at the Dover Heights field station in Sydney, operated by CSIRO's Radiophysics Laboratory (the forerunner of the Australia Telescope National Facility). This paper will describe this early historical work and summarise further studies of Centaurus A by other Radiophysics groups up to 1960.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" } ]
1410.6516
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Coalition Structure Generation on Graphs Two fundamental algorithm-design paradigms are Tree Search and Dynamic Programming. The techniques used therein have been shown to complement one another when solving the complete set partitioning problem, also known as the coalition structure generation problem [5]. Inspired by this observation, we develop in this paper an algorithm to solve the coalition structure generation problem on graphs, where the goal is to identifying an optimal partition of a graph into connected subgraphs. More specifically, we develop a new depth-first search algorithm, and combine it with an existing dynamic programming algorithm due to Vinyals et al. [9]. The resulting hybrid algorithm is empirically shown to significantly outperform both its constituent parts when the subset-evaluation function happens to have certain intuitive properties.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" } ]
2007.01877
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Ubiquitous velocity fluctuations throughout the molecular interstellar medium
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" } ]
2111.09697
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Algebraic subgroups of the group of birational transformations of ruled surfaces We classify the maximal algebraic subgroups of Bir(CxPP^1), when C is a smooth projective curve of positive genus.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" } ]
1604.03781
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Stabilization with residual-free bubbles for advection-dominated transport equations
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" } ]
1206.0939
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: From percolating to dense random stick networks: Conductivity model investigation In a Monte Carlo study the conductivity of two-dimensional random stick systems is investigated from the percolation threshold up to ten times the percolation threshold density. We propose a model explicitly depending on the stick density and junction-to-stick conductance ratio. The model describes the transition from the conductivity determined by the structure of a percolating cluster to the conductivity of the dense random stick networks. The model is motivated by the observed densities of the sticks and contacts involved in the current flow. The finite-size scaling effects are also included in the description. The derived model for conductivity should be broadly applicable to the random networks of the rodlike particles.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" } ]
2006.14816
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Single jump filtrations and local martingales A single jump filtration $({\mathscr{F}}_t)_{t\in \mathbb{R}_+}$ generated by a random variable $\gamma$ with values in $\overline{\mathbb{R}}_+$ on a probability space $(\Omega ,{\mathscr{F}},\mathsf{P})$ is defined as follows: a set $A\in {\mathscr{F}}$ belongs to ${\mathscr{F}}_t$ if $A\cap \{\gamma >t\}$ is either $\varnothing$ or $\{\gamma >t\}$. A process $M$ is proved to be a local martingale with respect to this filtration if and only if it has a representation $M_t=F(t){\mathbb{1}}_{\{t<\gamma \}}+L{\mathbb{1}}_{\{t\geqslant \gamma \}}$, where $F$ is a deterministic function and $L$ is a random variable such that $\mathsf{E}|M_t|<\infty$ and $\mathsf{E}(M_t)=\mathsf{E}(M_0)$ for every $t\in \{t\in \mathbb{R}_+:{\mathsf{P}}(\gamma \geqslant t)>0\}$. This result seems to be new even in a special case that has been studied in the literature, namely, where ${\mathscr{F}}$ is the smallest $\sigma$-field with respect to which $\gamma$ is measurable (and then the filtration is the smallest one with respect to which $\gamma$ is a stopping time). As a consequence, a full description of all local martingales is given and they are classified according to their global behaviour.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" } ]
0910.1864
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Bandwidth in bolometric interferometry Bolometric Interferometry is a technology currently under development that will be first dedicated to the detection of B-mode polarization fluctuations in the Cosmic Microwave Background. A bolometric interferometer will have to take advantage of the wide spectral detection band of its bolometers in order to be competitive with imaging experiments. A crucial concern is that interferometers are presumed to be importantly affected by a spoiling effect known as bandwidth smearing. In this paper, we investigate how the bandwidth modifies the work principle of a bolometric interferometer and how it affects its sensitivity to the CMB angular power spectra. We obtain analytical expressions for the broadband visibilities measured by broadband heterodyne and bolometric interferometers. We investigate how the visibilities must be reconstructed in a broadband bolometric interferometer and show that this critically depends on hardware properties of the modulation phase shifters. Using an angular power spectrum estimator accounting for the bandwidth, we finally calculate the sensitivity of a broadband bolometric interferometer. A numerical simulation has been performed and confirms the analytical results. We conclude (i) that broadband bolometric interferometers allow broadband visibilities to be reconstructed whatever the kind of phase shifters used and (ii) that for dedicated B-mode bolometric interferometers, the sensitivity loss due to bandwidth smearing is quite acceptable, even for wideband instruments (a factor 2 loss for a typical 20% bandwidth experiment).
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" } ]
2104.01298
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Resistive switching of tetraindolyl derivative in ultrathin films: A potential candidate for non-volatile memory applications Bipolar resistive switching using organic molecule is very promising for memory application owing to their advantages like simple device structure, low manufacturing cost, their stability and flexibility etc. Herein we report Langmuir-Blodgett and spin-coated film based bipolar resistive switching devices using organic material indole derivative. Pressure - area per molecule isotherm, Brewster Angle Microscopy, Atomic Force Microscopy and Scanning Electron Microscopy were used to have an idea about organization and morphology of the organic material onto thin film. Based on device structure and measurement protocol it is observed that the device made up of 1 shows non-volatile Resistive Random Access Memory behaviour with very high memory window, data sustainability and repeatability.Oxidation-reduction process as well as electric field driven conduction are the key behind such switching behaviour.Due to very good data retention, repeatability, stability and high device yield the switching device designed using compound 1may be a potential candidate for memory applications.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" } ]
cond-mat/0607038
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Magnetic properties of dense nanoparticle arrays with core/shell morphology We calculate the magnetization hysteresis for an ordered array of composite magnetic nanoparticles with a ferromagnetic (FM) core and an antiferromagnetic (AFM) shell, located on a triangular lattice and coupled via magnetostatic forces. Each nanoparticle is described by a pair of exchange-coupled (J), anisotropic spins (Meiklejohn-Bean model). The magnetization hysteresis loop is obtained using the Metropolis Monte Carlo algorithm. For magnetically hard nanoparticles we find that the coercivity is reduced with increasing the dipolar coupling strength, while the exchange bias field shows an non-monotonous behavior resulting from the competition between the random anisotropy and interparticle dipolar interactions. The possibility of enhancing the exchange bias field by increasing the packing density is discussed.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
2111.11615
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: PointCrack3D: Crack Detection in Unstructured Environments using a 3D-Point-Cloud-Based Deep Neural Network Surface cracks on buildings, natural walls and underground mine tunnels can indicate serious structural integrity issues that threaten the safety of the structure and people in the environment. Timely detection and monitoring of cracks are crucial to managing these risks, especially if the systems can be made highly automated through robots. Vision-based crack detection algorithms using deep neural networks have exhibited promise for structured surfaces such as walls or civil engineering tunnels, but little work has addressed highly unstructured environments such as rock cliffs and bare mining tunnels. To address this challenge, this paper presents PointCrack3D, a new 3D-point-cloud-based crack detection algorithm for unstructured surfaces. The method comprises three key components: an adaptive down-sampling method that maintains sufficient crack point density, a DNN that classifies each point as crack or non-crack, and a post-processing clustering method that groups crack points into crack instances. The method was validated experimentally on a new large natural rock dataset, comprising coloured LIDAR point clouds spanning more than 900 m^2 and 412 individual cracks. Results demonstrate a crack detection rate of 97% overall and 100% for cracks with a maximum width of more than 3 cm, significantly outperforming the state of the art. Furthermore, for cross-validation, PointCrack3D was applied to an entirely new dataset acquired in different locations and not used at all in training and shown to detect 100% of its crack instances. We also characterise the relationship between detection performance, crack width and number of points per crack, providing a foundation upon which to make decisions about both practical deployments and future research directions.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" } ]
1801.10263
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: REOH: Using Probabilistic Network for Runtime Energy Optimization of Heterogeneous Systems Significant efforts have been devoted to choosing the best configuration of a computing system to run an application energy efficiently. However, available tuning approaches mainly focus on homogeneous systems and are inextensible for heterogeneous systems which include several components (e.g., CPUs, GPUs) with different architectures. This study proposes a holistic tuning approach called REOH using probabilistic network to predict the most energy-efficient configuration (i.e., which platform and its setting) of a heterogeneous system for running a given application. Based on the computation and communication patterns from Berkeley dwarfs, we conduct experiments to devise the training set including 7074 data samples covering varying application patterns and characteristics. Validating the REOH approach on heterogeneous systems including CPUs and GPUs shows that the energy consumption by the REOH approach is close to the optimal energy consumption by the Brute Force approach while saving 17% of sampling runs compared to the previous (homogeneous) approach using probabilistic network. Based on the REOH approach, we develop an open-source energy-optimizing runtime framework for selecting an energy efficient configuration of a heterogeneous system for a given application at runtime.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" } ]
0805.1886
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Platform-Independent Firewall Policy Representation In this paper we will discuss the design of abstract firewall model along with platform-independent policy definition language. We will also discuss the main design challenges and solutions to these challenges, as well as examine several differences in policy semantics between vendors and how it could be mapped to our platform-independent language. We will also touch upon a processing model, describing the mechanism by which an abstract policy could be compiled into a concrete firewall policy syntax. We will discuss briefly some future research directions, such as policy optimization and validation
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" } ]
1805.07507
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models In this paper, we aim at introducing a new machine learning model, namely reconciled polynomial machine, which can provide a unified representation of existing shallow and deep machine learning models. Reconciled polynomial machine predicts the output by computing the inner product of the feature kernel function and variable reconciling function. Analysis of several concrete models, including Linear Models, FM, MVM, Perceptron, MLP and Deep Neural Networks, will be provided in this paper, which can all be reduced to the reconciled polynomial machine representations. Detailed analysis of the learning error by these models will also be illustrated in this paper based on their reduced representations from the function approximation perspective.
[ { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" } ]
2009.12254
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Study of SiGeSn/GeSn single quantum well towards high-performance all-group-IV optoelectronics The recent progress on (Si)GeSn optoelectronic devices holds a great promising for photonic integration on the Si substrate. In parallel to the development of bulk devices, the (Si)GeSn based quantum wells (QWs) have been investigated aiming to improve the device performance. While the multiple QW structure is preferred for the device application, the single quantum well (SQW) is more suitable for optical property study. In this work, a comprehensive study of a SiGeSn/GeSn SQW was conducted. The calculated band diagram provided the band alignment and energies of possible transitions. The SQW features the direct bandgap well with L-{\Gamma} valley energy separation of 50 meV, and the barrier heights for both electron and hole are greater than 80 meV. Using two continuous-wave and two pulsed pumping lasers, the analysis of PL spectra allows for identifying different transitions and for better understanding the SQW optical properties. The study could provide the guidance for advancing the future QW design towards device applications.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" } ]
0905.2162
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Soliton Spheres Soliton spheres are immersed 2-spheres in the conformal 4-sphere S^4=HP^1 that allow rational, conformal parametrizations f:CP^1->HP^1 obtained via twistor projection and dualization from rational curves in CP^{2n+1}. Soliton spheres can be characterized as the case of equality in the quaternionic Pluecker estimate. A special class of soliton spheres introduced by Taimanov are immersions into R^3 with rotationally symmetric Weierstrass potentials that are related to solitons of the mKdV-equation via the ZS-AKNS linear problem. We show that Willmore spheres and Bryant spheres with smooth ends are further examples of soliton spheres. The possible values of the Willmore energy for soliton spheres in the 3-sphere are proven to be W=4pi*d with d a positive integer but not 2,3,5, or 7. The same quantization was previously known individually for each of the three special classes of soliton spheres mentioned above.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" } ]
1707.02102
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: AE regularity of interval matrices Consider a linear system of equations with interval coefficients, and each interval coefficient is associated with either a universal or an existential quantifier. The AE solution set and AE solvability of the system is defined by $\forall\exists$-quantification. Herein, we deal with the problem what properties must the coefficient matrix have in order that there is guaranteed an existence of an AE solution. Based on this motivation, we introduce a concept of AE regularity, which implies that the AE solution set is nonempty and the system is AE solvable for every right-hand side. We discuss characterization of AE regularity, and we also focus on various classes of matrices that are implicitly AE regular. Some of these classes are polynomially decidable, and therefore give an efficient way for checking AE regularity. We also state open problems related to computational complexity and characterization.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" } ]
1705.04621
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: On birth of discrete Lorenz attractors under bifurcations of 3D maps with nontransversal heteroclinic cycles
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" } ]
2201.02071
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Simplicial cascades are orchestrated by the multidimensional geometry of neuronal complexes Cascades arise in many contexts (e.g., neuronal avalanches, social contagions, and system failures). Despite evidence that propagations often involve higher-order dependencies that cannot be decomposed into dyadic interactions, existing theory for cascades' spatio-temporal patterns has focused on dyadic modeling. Here, we develop a simplicial threshold model (STM) for nonlinear cascades over simplicial complexes in which dyadic, triadic and higher-order interactions are represented by $k$-dimensional simplices (i.e., $k$-simplices) involving $(k-1)$ vertices/nodes. We study deterministic and stochastic STM cascades over noisy geometric complexes that contain both short- and long-range $k$-simplices, exploring how spatio-temporal patterns manifest as a frustration between local wavefront propagations and non-local appearances of new clusters of activity. We show that higher-order coupling and nonlinear thresholding can coordinate to robustly guide cascades along $k$-dimensional geometrical channels, which can benefit the memory capacity and efficiency for cascades for over simplical-complex-based models of neuro-systems (i.e., neuronal complexes). We support these findings with bifurcation theory and a data-driven approach based on simplicial cascade maps, which embed simplicial complexes with a latent geometry in which pairwise distances coincide with cascade travel times between vertices. Our findings and mathematical techniques provide fruitful directions for uncovering the multiscale, multidimensional mechanisms that orchestrate the spatio-temporal patterns of nonlinear cascades.
[ { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" } ]
[ { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" } ]
1507.02606
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Competing Hydrostatic Compression Mechanisms in Nickel Cyanide We use variable-pressure neutron and X-ray diffraction measurements to determine the uniaxial and bulk compressibilities of nickel(II) cyanide, Ni(CN)$_2$. Whereas other layered molecular framework materials are known to exhibit negative area compressibility, we find that Ni(CN)$_2$ does not. We attribute this difference to the existence of low-energy in-plane tilt modes that provide a pressure-activated mechanism for layer contraction. The experimental bulk modulus we measure is about four times lower than that reported elsewhere on the basis of density functional theory methods [{\it Phys. Rev. B} {\bf 83}, 024301 (2011)].
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" } ]
2008.02809
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: FRB 121102 Bursts at a Constant Rate per Log Time
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" } ]
1202.2513
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Empirical Evaluation of the Proposed eXScrum Model: Results of a Case Study Agile models promote fast development. XP and Scrum are the most widely used agile models. This paper investigates the phases of XP and Scrum models in order to identify their potentials and drawbacks. XP model has certain drawbacks, such as not suitable for maintenance projects and poor performance for medium and large-scale development projects. Scrum model has certain limitations, such as lacked in engineering practices. Since, both XP and Scrum models contain good features and strengths but still there are improvement possibilities in these models. Majority of the software development companies are reluctant to switch from traditional methodologies to agile methodologies for development of industrial projects. A fine integration, of software management of the Scrum model and engineering practices of XP model, is very much required to accumulate the strengths and remove the limitations of both models. This is achieved by proposing an eXScrum model. The proposed model is validated by conducting a controlled case study. The results of case study show that the proposed integrated eXScrum model enriches the potentials of both XP and Scrum models and eliminates their drawbacks.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
1508.02432
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Zero-Divisor Graphs of Quotient Rings The compressed zero-divisor graph $\Gamma_C(R)$ associated with a commutative ring $R$ has vertex set equal to the set of equivalence classes $\{ [r] \mid r \in Z(R), r \neq 0 \}$ where $r \sim s$ whenever $ann(r) = ann(s)$. Distinct classes $[r],[s]$ are adjacent in $\Gamma_C(R)$ if and only if $xy = 0$ for all $x \in [r], y \in [s]$. In this paper, we explore the compressed zero-divisor graph associated with quotient rings of unique factorization domains. Specifically, we prove several theorems which exhibit a method of constructing $\Gamma(R)$ for when one quotients out by a principal ideal, and prove sufficient conditions for when two such compressed graphs are graph-isomorphic. We show these conditions are not necessary unless one alters the definition of the compressed graph to admit looped vertices, and conjecture necessary and sufficient conditions for two compressed graphs with loops to be isomorphic when considering any quotient ring of a unique factorization domain.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" } ]
1406.0232
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Majorana vortex-bound states in three-dimensional nodal noncentrosymmetric superconductors Noncentrosymmetric superconductors (NCSs), characterized by antisymmetric spin-orbit coupling and a mixture of spin-singlet and spin-triplet pairing components, are promising candidate materials for topological superconductivity. An important hallmark of topological superconductors is the existence of protected zero-energy states at surfaces or in vortex cores. Here we investigate Majorana vortex-bound states in three-dimensional nodal and fully gapped NCSs by combining analytical solutions of Bogoliubov-de Gennes (BdG) equations in the continuum with exact diagonalization of BdG Hamiltonians. We show that depending on the crystal point-group symmetries and the topological properties of the bulk Bogoliubov-quasiparticle wave functions, different types of zero-energy Majorana modes can appear inside the vortex core. We find that for nodal NCSs with tetragonal point group $C_{4v}$ the vortex states are dispersionless along the vortex line, forming one-dimensional Majorana flat bands, while for NCSs with $D_{4}$ point-group symmetry the vortex modes are helical Majorana states with a linear dispersion along the vortex line. NCSs with monoclinic point group $C_2$, on the other hand, do not exhibit any zero-energy vortex-bound states. We show that in the case of the $C_{4v}$ ($D_4$) point group the stability of these Majorana zero modes is guaranteed by a combination of reflection ($\pi$ rotation), time-reversal, and particle-hole symmetry. Considering continuous deformations of the quasiparticle spectrum in the presence of vortices, we show that the flat-band vortex-bound states of $C_{4v}$ point-group NCSs can be adiabatically connected to the dispersionless vortex-bound states of time-reversal symmetric Weyl superconductors. Experimental implications of our results for thermal transport and tunneling measurements are discussed.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
2104.06687
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Reward function shape exploration in adversarial imitation learning: an empirical study For adversarial imitation learning algorithms (AILs), no true rewards are obtained from the environment for learning the strategy. However, the pseudo rewards based on the output of the discriminator are still required. Given the implicit reward bias problem in AILs, we design several representative reward function shapes and compare their performances by large-scale experiments. To ensure our results' reliability, we conduct the experiments on a series of Mujoco and Box2D continuous control tasks based on four different AILs. Besides, we also compare the performance of various reward function shapes using varying numbers of expert trajectories. The empirical results reveal that the positive logarithmic reward function works well in typical continuous control tasks. In contrast, the so-called unbiased reward function is limited to specific kinds of tasks. Furthermore, several designed reward functions perform excellently in these environments as well.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" } ]
astro-ph/9912502
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: The Minimum Bandwidth of Narrowband Spikes in Solar Flare Decimetric Radio Waves The minimum and the mean bandwidth of individual narrowband spikes in two events in decimetric radio waves is determined by means of multi-resolution analysis. Spikes of a few tens of millisecond duration occur at decimetric/microwave wavelength in the particle acceleration phase of solar flares. A first method determines the dominant spike bandwidth scale based on their scalegram, the mean squared wavelet coefficient at each frequency scale. This allows to measure the scale bandwidth independently of heuristic spike selection criteria, e.g. manual selection. The major drawback is a low resolution in the bandwidth. To overcome this uncertainty, a feature detection algorithm and a criterion for spike shape in the time-frequency plane is applied to locate the spikes. In that case, the bandwidth is measured by fitting an assumed spike profile into the denoised data. The smallest FWHM bandwidth of spikes was found at 0.17 % and 0.41 % of the center frequency in the two events. Knowing the shortest relevant bandwidth of spikes, the slope of the Fourier power spectrum of this two events was determined and no resemblance to a Kolmogorov spectrum detected. Additionally the correlation between spike peak flux and bandwidth was examined.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" } ]
hep-th/9808181
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Intersecting Branes and Anti-de Sitter Spacetimes in $SU(2)\times SU(2)$ Gauged Supergravity In this note we extend our work in a previous paper hep-th/9801038. We show here that various intersecting brane-like configurations can be found in the vacuum of $D=4, N=4$ supergravity with gauged R-symmetry group $SU(2)\times SU(2)$. These include intersections of domain-walls, strings and point-like objects. Some of these intersecting configurations preserve 1/2 and 1/4 of supersymmetry. We observe that the previously obtained $AdS_3\times R^1$ pure axionic vacuum or `axio-vac' is an intersection of domain-wall with extended string with 1/2 supersymmetries. Also the solutions known as `electro-vac' with geometry $AdS_2\times R^2$ can be simply interpreted as the intersection of domain-wall with point-like object.
[ { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
1910.07769
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Synchronisation by noise for the stochastic quantisation equation in dimensions $2$ and $3$
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
2012.04642
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: A Flare-Type IV Burst Event from Proxima Centauri and Implications for Space Weather
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" } ]
1607.03252
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Scheduling massively parallel multigrid for multilevel Monte Carlo methods The computational complexity of naive, sampling-based uncertainty quantification for 3D partial differential equations is extremely high. Multilevel approaches, such as multilevel Monte Carlo (MLMC), can reduce the complexity significantly, but to exploit them fully in a parallel environment, sophisticated scheduling strategies are needed. Often fast algorithms that are executed in parallel are essential to compute fine level samples in 3D, whereas to compute individual coarse level samples only moderate numbers of processors can be employed efficiently. We make use of multiple instances of a parallel multigrid solver combined with advanced load balancing techniques. In particular, we optimize the concurrent execution across the three layers of the MLMC method: parallelization across levels, across samples, and across the spatial grid. The overall efficiency and performance of these methods will be analyzed. Here the scalability window of the multigrid solver is revealed as being essential, i.e., the property that the solution can be computed with a range of process numbers while maintaining good parallel efficiency. We evaluate the new scheduling strategies in a series of numerical tests, and conclude the paper demonstrating large 3D scaling experiments.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" } ]
physics/0101033
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: SN1a Supernova Red Shifts Recent SN1a data have probed deeper into space than ever before. Plotted as distance vs. recession speed, a disturbing non-linearity is found which has led to speculations about "dark energy" which somehow acts like anti-gravity. This study finds a full explanation in relativity theory. The metric of space shrinks, in the presence of a gravitational potential, V, by exp(V/c^2). Early in the big bang, when the SN1a's sent their signals, V was larger than now. By fitting the data to a relativistic model, we probe the metric of the early big bang. V, due to all mass in the big bang, is a billion times larger than that provided by earth gravity alone. The big bang is modeled as a sphere of constant density, of radius R_0 = cT. The metrics of time and distance shrink, each by alpha = exp(V/c^2, and this study finds the data fitted by 1/alpha = 1.55. Earlier, 1/alpha was much larger. As with the deflection of starlight and the Shapiro time delay, gravity affects space like an index of refraction, n=1/alpha^2. The Hubble concept remains valid, but with geometric distance instead of optical distance. A 2-parameter fit to 3 sets of data finds T=16.24x10^9 years and total mass in our big bang is now M=6.03x10^52 kg (all in our metric). Because n, now 2.41, shrinks with time, all standards of M, L, and T (including atomic standards) are changing by a few parts per billion per decade and should be referenced to a time definite.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" } ]
1911.12310
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Path integral discussion of the improved Tietz potential 1 An improved form of the Tietz potential for diatomic molecules is \ discussed in detail within the path integral formalism. The radial Green's function is rigorously constructed in a closed form for different shapes of this potential. For $\left\vert q\right\vert \leq 1,$ and $\frac{1}{2\alpha } \ln \left\vert q\right\vert <r<+\infty $, the energy spectrum and the normalized wave functions of the bound states are derived for the $l$ waves. When the deformation parameter $q$ is $0<\left\vert q\right\vert <1$ or $q>0$% , it is found that the quantization conditions are transcendental equations that requires numerical solutions. In the limit $q\rightarrow 0$, the energy spectrum and the corresponding wave functions for the radial Morse potential are recovered.
[ { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" } ]
[ { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" } ]
1404.3520
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem Evolutionary algorithms are well suited for solving the knapsack problem. Some empirical studies claim that evolutionary algorithms can produce good solutions to the 0-1 knapsack problem. Nonetheless, few rigorous investigations address the quality of solutions that evolutionary algorithms may produce for the knapsack problem. The current paper focuses on a theoretical investigation of three types of (N+1) evolutionary algorithms that exploit bitwise mutation, truncation selection, plus different repair methods for the 0-1 knapsack problem. It assesses the solution quality in terms of the approximation ratio. Our work indicates that the solution produced by pure strategy and mixed strategy evolutionary algorithms is arbitrarily bad. Nevertheless, the evolutionary algorithm using helper objectives may produce 1/2-approximation solutions to the 0-1 knapsack problem.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" } ]
1308.1808
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Napoli Tokyo Napoli This is a Magistralis Lectio held in Naples the October 28 2010, at 150 anniversary of Birth of Jigoro Kano Judo Founding Father, on Judo History, History of Biomechanics and Judo biomechanics. IN ITALIAN
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" } ]
0912.3349
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Compactification driven Hilltop Inflation in Einstein-Yang-Mills
[ { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" } ]
1408.3838
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: High Security Image Steganography with Modified Arnold cat map Information security is concerned with maintaining the secrecy, reliability and accessibility of data. The main objective of information security is to protect information and information system from unauthorized access, revelation, disruption, alteration, annihilation and use. This paper uses spatial domain LSB substitution method for information embedding and modified forms of Arnold transform are applied twice in two different phases to ensure security. The system is tested and validated against a series of standard images and the results show that the method is highly secure and provides high data hiding capacity.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
1506.09161
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: From the early to the late time universe within $f(T,\mathcal{T})$ gravity In this paper we perform the reconstruction scheme of the gravitational action within $f(T,\mathcal{T})$ gravity, where $T$ and $\mathcal{T}$ denote the torsion scalar and the trace of the energy momentum tensor, respectively. We particularly focus our attention on the case where the algebraic function $f(T,\mathcal{T})$ is decomposed as a sum of two functions $f_1(T)$ and $f_2(\mathcal{T})$, i.e, $f(T,\mathcal{T})=f_{1}(T)+f_{2}(\mathcal{T})$. The description is essentially based on the scale factor and then, we consider two interesting and realistic expressions of this parameter and reconstruct the action corresponding to each phase of the universe. Our results show that some $f(T,\mathcal{T})$ models are able to describe the evolution of the universe from the inflation phase to the late time dark energy dominated phase.
[ { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" } ]
[ { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" } ]
1512.00371
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Holographic Three-Jet Events in Strongly Coupled N=4 Yang-Mills Plasma We analyse classical string configurations with non-trivial transverse dynamics in $AdS_5$-Schwarzschild. These strings develop kink-like structures which, via the gauge/gravity duality, can be interpreted as the propagation of hard gluons produced in association with a quark-antiquark pair in a strongly coupled $\mathcal{N}=4$ SYM plasma. We observe the appearance of two physically distinct regimes of the in-plasma dynamics, depending on whether the medium is able to resolve the transverse structure of the string prior to its total quench. From these studies we extract the medium resolution scale of the strongly coupled SYM plasma, defined as the smallest angular separation between two jets that the medium can resolve, $\theta_{\rm res} = \mathcal{C}_{\rm res} ( E /\sqrt{\lambda} T)^{-2/3}$, where $\mathcal{C}_{\rm res}= \frac{2^{4/3}}{\pi}\frac{\Gamma(3/4)^2}{\Gamma(5/4)^2}$. Our analysis constitutes the first study of proxies for three-jet events in a holographic context.
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
[ { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" } ]
2103.16714
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Statistical inference for individual fairness As we rely on machine learning (ML) models to make more consequential decisions, the issue of ML models perpetuating or even exacerbating undesirable historical biases (e.g., gender and racial biases) has come to the fore of the public's attention. In this paper, we focus on the problem of detecting violations of individual fairness in ML models. We formalize the problem as measuring the susceptibility of ML models against a form of adversarial attack and develop a suite of inference tools for the adversarial cost function. The tools allow auditors to assess the individual fairness of ML models in a statistically-principled way: form confidence intervals for the worst-case performance differential between similar individuals and test hypotheses of model fairness with (asymptotic) non-coverage/Type I error rate control. We demonstrate the utility of our tools in a real-world case study.
[ { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" } ]
1503.01643
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Mosaics of Combinatorial Designs Looking at incidence matrices of $t$-$(v,k,\lambda)$ designs as $v \times b$ matrices with $2$ possible entries, each of which indicates incidences of a $t$-design, we introduce the notion of a $c$-mosaic of designs, having the same number of points and blocks, as a matrix with $c$ different entries, such that each entry defines incidences of a design. In fact, a $v \times b$ matrix is decomposed in $c$ incidence matrices of designs, each denoted by a different colour, hence this decomposition might be seen as a tiling of a matrix with incidence matrices of designs as well. These mosaics have applications in experiment design when considering a simultaneous run of several different experiments. We have constructed infinite series of examples of mosaics and state some probably non-trivial open problems. Furthermore we extend our definition to the case of $q$-analogues of designs in a meaningful way.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" } ]
2006.11165
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Backdoor Attacks to Graph Neural Networks In this work, we propose the first backdoor attack to graph neural networks (GNN). Specifically, we propose a \emph{subgraph based backdoor attack} to GNN for graph classification. In our backdoor attack, a GNN classifier predicts an attacker-chosen target label for a testing graph once a predefined subgraph is injected to the testing graph. Our empirical results on three real-world graph datasets show that our backdoor attacks are effective with a small impact on a GNN's prediction accuracy for clean testing graphs. Moreover, we generalize a randomized smoothing based certified defense to defend against our backdoor attacks. Our empirical results show that the defense is effective in some cases but ineffective in other cases, highlighting the needs of new defenses for our backdoor attacks.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
astro-ph/0204301
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Dynamical condition of neutral hydrogen envelopes of dwarf galaxies and their possible morphological evolution We investigate the star-formation history of gas-rich dwarf galaxies, taking account of the dynamical evolution of their neutral hydrogen (H{\sc i}) envelope. Gas-rich dwarfs are classified into blue compact dwarfs (BCDs) and dwarf irregulars (dIrrs). In this paper, their H{\sc i} envelope is clearly shown not to be blown away by their stellar feedback. This is concluded since the observed star-formation rate (SFR) of gas-rich dwarfs is generally smaller than a critical SFR, $\psi_{\rm crit}$, at which stellar feedback accelerates the H{\sc i} envelope to the escape velocity. From this standpoint and the chemical property of sample BCDs, we suggest two possibilities; (1) The H{\sc i} gas in the envelope of BCDs is consumed to fuel their star-formation; and (2) BCDs have a similar star-formation history. We also discuss morphological evolution among dwarf galaxies. As long as gas-rich dwarfs are isolated, it is difficult for them to evolve into dwarf ellipticals (dEs). When the H{\sc i} envelope in gas-rich dwarfs is consumed in subsequent star-formation, a morphological exchange between BCDs and dIrrs is still expected, consistent with previous studies. If the SFR of gas-rich dwarfs was much higher than $\psi_{\rm crit}$ in the past, interestingly, an evolutionary scenario from dEs to gas-rich dwarfs is possible.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" } ]
astro-ph/0610887
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Transient pulsar dynamics in hard x-rays: Prognoz 9 and GRIF "Mir" space experiments data
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" } ]
1910.05916
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Monte Carlo study of an improved clock model in three dimensions We study a generalized clock model on the simple cubic lattice. The parameter of the model can be tuned such that the amplitude of the leading correction to scaling vanishes. In the main part of the study we simulate the model with $Z_8$ symmetry. At the transition, with increasing length scale, $O(2)$ symmetry emerges. We perform Monte Carlo simulations using a hybrid of local Metropolis and cluster algorithms of lattices with a linear size up to $L=512$. The field variable requires less memory and the updates are faster than for a model with $O(2)$ symmetry at the microscopic level. Our finite size scaling analysis yields accurate estimates for the critical exponents of the three-dimensional XY-universality class. In particular we get $\eta=0.03810(8)$, $\nu=0.67169(7)$, and $\omega=0.789(4)$. Furthermore we obtain estimates for fixed point values of phenomenological couplings and critical temperatures.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" } ]
astro-ph/0505239
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Early BVRcIc imaging and the discovery of the optical afterglow of GRB 041218
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" } ]
1404.5290
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: A Solvable Two-Charge Ensemble on the Circle
[ { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" } ]
hep-th/0410017
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Dark Entropy: Holographic Cosmic Acceleration In cosmic holography, the fundamental quantity is the degrees of freedom on a horizon surface rather than the material contents within the volume. That is, the horizon area and hence cosmological expansion rate H is related to the entropy. Using this as a guide, we examine the consequences of an effective dark {\it entropy} on the past and future dynamics of the universe. The results, including nonmonotonic expansion behavior, are interesting apart from the theoretical motivation.
[ { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" } ]
2105.11215
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Constraining nonstandard neutrino interactions at electron colliders The presence of nonstandard neutrino interactions (NSI) has a large effect on the precision measurements at next generation neutrino oscillation experiments. Other type of experiments are needed to constrain the NSI parameter space. We study the constraints on NSI with electrons from current and future $e^+e^-$ collider experiments including Belle II, STCF and CEPC. We find that Belle II and STCF will provide competitive and complementary bounds on electron-type NSI parameters compared to the current global analysis, and strong improvements for the constraints on tau-type NSI. In addition, CEPC alone will impose stringent constraints on the parameter space of NSI with electrons. We find that the degeneracy between the left-handed (vector) and right-handed (axial-vector) NSI parameters can be lifted by combining the data from three different running modes, and the allowed ranges for $|\epsilon_{ee}^{eL}|$ ($|\epsilon_{ee}^{eV}|$) and $|\epsilon_{ee}^{eR}|$ ($|\epsilon_{ee}^{eA}|$) can be constrained to be smaller than 0.002 at CEPC even if both of them are present.
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
[ { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" } ]
chao-dyn/9905033
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Fuzzy Control of Chaos
[ { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" } ]
[ { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" } ]
1810.05936
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Mathematical analysis of unstable density fluctuations in the dissipative gravitational collapse
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" } ]
2010.06636
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Electromagnetic emission due to nonlinear interaction of laser wakefields colliding in plasma at an oblique angle Head-on collision of laser-induced plasma wakefields with differing profiles of electrostatic potential has been recently found to be an efficient mechanism for generating high-power electromagnetic emission at the second harmonic of the plasma frequency [I.V.Timofeev et al. Phys. Plasmas 24, 103106 (2017)]. This mechanism is attractive for creating a source of tunable narrow-band coherent radiation in the terahertz frequency range. In this paper, we generalize the theory of electromagnetic emission produced by nonlinear interaction of two plasma wakes to the case of an arbitrary collision angle. Such a theory is used to evaluate the angular distribution of the second harmonic radiation as well as its total generation efficiency for parameters of the proof-of-principle experiment in which laser axes will be aligned with a small finite angle. Theoretical predictions are qualitatively confirmed by particle-in-cell simulations.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" } ]
1004.2373
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Heat capacity uncovers physics of a frustrated spin tube We report on refined experimental results concerning the low-temperature specific heat of the frustrated spin tube material [(CuCl2tachH)3Cl]Cl2. This substance turns out to be an unusually perfect spin tube system which allows to study the physics of quasi-one dimensional antiferromagnetic structures in rather general terms. An analysis of the specific heat data demonstrates that at low enough temperatures the system exhibits a Tomonaga-Luttinger liquid behavior corresponding to an effective spin-3/2 antiferromagnetic Heisenberg chain with short-range exchange interactions. On the other hand, at somewhat elevated temperatures the composite spin structure of the chain is revealed through a Schottky-type peak in the specific heat located around 2 K. We argue that the dominating contribution to the peak originates from gapped magnon-type excitations related to the internal degrees of freedom of the rung spins.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" } ]
2107.07818
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Revisiting IoT Device Identification Internet-of-Things (IoT) devices are known to be the source of many security problems, and as such, they would greatly benefit from automated management. This requires robustly identifying devices so that appropriate network security policies can be applied. We address this challenge by exploring how to accurately identify IoT devices based on their network behavior, while leveraging approaches previously proposed by other researchers. We compare the accuracy of four different previously proposed machine learning models (tree-based and neural network-based) for identifying IoT devices. We use packet trace data collected over a period of six months from a large IoT test-bed. We show that, while all models achieve high accuracy when evaluated on the same dataset as they were trained on, their accuracy degrades over time, when evaluated on data collected outside the training set. We show that on average the models' accuracy degrades after a couple of weeks by up to 40 percentage points (on average between 12 and 21 percentage points). We argue that, in order to keep the models' accuracy at a high level, these need to be continuously updated.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" } ]
1706.05155
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: An Elliptic Garnier System from Interpolation Considering a certain interpolation problem, we derive a series of elliptic difference isomonodromic systems together with their Lax forms. These systems give a multivariate extension of the elliptic Painlev\'e equation.
[ { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" } ]
2009.09437
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Twisted Traces and Positive Forms on Quantized Kleinian Singularities of Type A Following [Beem C., Peelaers W., Rastelli L., Comm. Math. Phys. 354 (2017), 345-392, arXiv:1601.05378] and [Etingof P., Stryker D., SIGMA 16 (2020), 014, 28 pages, arXiv:1909.13588], we undertake a detailed study of twisted traces on quantizations of Kleinian singularities of type $A_{n-1}$. In particular, we give explicit integral formulas for these traces and use them to determine when a trace defines a positive Hermitian form on the corresponding algebra. This leads to a classification of unitary short star-products for such quantizations, a problem posed by Beem, Peelaers and Rastelli in connection with 3-dimensional superconformal field theory. In particular, we confirm their conjecture that for $n\le 4$ a unitary short star-product is unique and compute its parameter as a function of the quantization parameters, giving exact formulas for the numerical functions by Beem, Peelaers and Rastelli. If $n=2$, this, in particular, recovers the theory of unitary spherical Harish-Chandra bimodules for ${\mathfrak{sl}}_2$. Thus the results of this paper may be viewed as a starting point for a generalization of the theory of unitary Harish-Chandra bimodules over enveloping algebras of reductive Lie algebras [Vogan Jr. D.A., Annals of Mathematics Studies, Vol. 118, Princeton University Press, Princeton, NJ, 1987] to more general quantum algebras. Finally, we derive recurrences to compute the coefficients of short star-products corresponding to twisted traces, which are generalizations of discrete Painlev\'e systems.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
[ { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" } ]
1412.4169
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Symplectic circle actions with isolated fixed points
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" } ]
0812.1926
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: The Stochastic Gross-Pitaevskii Equation and some Applications
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" } ]
0911.4441
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Identifying birth places of young isolated neutron stars Young isolated radio-quiet neutron stars are still hot enough to be detectable at X-ray and optical wavelengths due to their thermal emission and can hence probe cooling curves. An identification of their birth sites can constrain their age. For that reason we try to identify the parent associations for four of the so-called Magnificent Seven neutron stars for which proper motion and distance estimates are available. We are tracing back in time each neutron star and possible birth association centre to find close encounters. The associated time of the encounter expresses the kinematic age of the neutron star which can be compared to its characteristic spin-down age. Owing to observational uncertainties in the input data, we use Monte-Carlo simulations and evaluate the outcome of our calculations statistically. RX J1856.5-3754 most probably originated from the Upper Scorpius association about 0.3 Myr ago. RX 0720.4-3125 was either born in the young local association TWA about 0.4 Myr ago or in Tr 10 0.5 Myr in the past. Also RX J1605.3+3249 and RBS 1223 seem to come from a nearby young association such as the Sco-Cen complex or the extended Corona-Australis association. For RBS 1223 also a birth in Sct OB2 is possible. We also give constraints on the observables as well as on the radial velocity of the neutron star. Given the birth association, its age and the flight time of the neutron star, we estimate the mass of the progenitor star. Some of the potential supernovae were located very nearby (<100pc) and thus should have contributed to the 10Be and 60Fe material found in the Earth's crust. In addition we reinvestigate the previously suggested neutron star/ runaway pair PSR B1929+10/ zeta Ophiuchi and conclude that it is very likely that both objects were ejected during the same supernova event.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" } ]
1512.07166
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Open-loop quantum control as a resource for secure communications Properties of unitary time evolution of quantum systems can be applied to define quantum cryptographic protocols. Dynamics of a qubit can be exploited as a data encryption/decryption procedure by means of timed measurements, implementation of an open-loop control scheme over a qubit increases robustness of a protocol employing this principle.
[ { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" } ]
2003.12729
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing Although significant progress has been made in pedestrian detection recently, pedestrian detection in crowded scenes is still challenging. The heavy occlusion between pedestrians imposes great challenges to the standard Non-Maximum Suppression (NMS). A relative low threshold of intersection over union (IoU) leads to missing highly overlapped pedestrians, while a higher one brings in plenty of false positives. To avoid such a dilemma, this paper proposes a novel Representative Region NMS approach leveraging the less occluded visible parts, effectively removing the redundant boxes without bringing in many false positives. To acquire the visible parts, a novel Paired-Box Model (PBM) is proposed to simultaneously predict the full and visible boxes of a pedestrian. The full and visible boxes constitute a pair serving as the sample unit of the model, thus guaranteeing a strong correspondence between the two boxes throughout the detection pipeline. Moreover, convenient feature integration of the two boxes is allowed for the better performance on both full and visible pedestrian detection tasks. Experiments on the challenging CrowdHuman and CityPersons benchmarks sufficiently validate the effectiveness of the proposed approach on pedestrian detection in the crowded situation.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
1209.5252
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Nature of Quiet Sun Oscillations Using Data from the Hinode, TRACE, and SOHO Spacecraft We study the nature of quiet-Sun oscillations using multi-wavelength observations from TRACE, Hinode, and SOHO. The aim is to investigate the existence of propagating waves in the solar chromosphere and the transition region via analyzing the statistical distribution of power in different locations, e.g. in bright magnetic (network), bright non-magnetic and dark non-magnetic (inter-network) regions, separately. We use Fourier power and phase-difference techniques combined with a wavelet analysis. Two-dimensional Fourier power maps were constructed in the period bands 2-4 minutes, 4-6 minutes, 6-15 minutes, and beyond 15 minutes. We detect the presence of long-period oscillations with periods between 15 and 30 minutes in bright magnetic regions. These oscillations were detected from the chromosphere to the transition region. The Fourier power maps show that short-period powers are mainly concentrated in dark regions whereas long-period powers are concentrated in bright magnetic regions. This is the first report of long-period waves in quiet-Sun network regions. We suggest that the observed propagating oscillations are due to magnetoacoustic waves which can be important for the heating of the solar atmosphere.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" } ]
astro-ph/0405537
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: The Origin of the Mass--Metallicity Relation: Insights from 53,000 Star-Forming Galaxies in the SDSS We utilize Sloan Digital Sky Survey imaging and spectroscopy of ~53,000 star-forming galaxies at z~0.1 to study the relation between stellar mass and gas-phase metallicity. We derive gas-phase oxygen abundances and stellar masses using new techniques which make use of the latest stellar evolutionary synthesis and photoionization models. We find a tight (+/-0.1 dex) correlation between stellar mass and metallicity spanning over 3 orders of magnitude in stellar mass and a factor of 10 in metallicity. The relation is relatively steep from 10^{8.5} - 10^{10.5} M_sun, in good accord with known trends between luminosity and metallicity, but flattens above 10^{10.5} M_sun. We use indirect estimates of the gas mass based on the H-alpha luminosity to compare our data to predictions from simple closed box chemical evolution models. We show that metal loss is strongly anti-correlated with baryonic mass, with low mass dwarf galaxies being 5 times more metal-depleted than L* galaxies at z~0.1. Evidence for metal depletion is not confined to dwarf galaxies, but is found in galaxies with masses as high as 10^{10} M_sun. We interpret this as strong evidence both of the ubiquity of galactic winds and of their effectiveness in removing metals from galaxy potential wells.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" } ]
1311.1744
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Reflections on the direct detection of particle dark matter The LUX experimental group has just announced the most stringent upper limits so far obtained on the cross section of WIMP-nucleon elastic scattering [1]. This result is a factor of two to five below the previous best upper limit [2] and effectively rules out earlier suggestions of low mass WIMP detection signals. The experimental expertise exhibited by this group is extremely impressive, but the fact of continued negative results raises the more basic question of whether or not this is the right approach to solving the dark matter problem. Here I comment upon this question, using as a basis the final chapter of my book on dark matter [3], somewhat revised and extended. I muse on dark matter and its alternative, modified Newtonian dynamics, or MOND.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" } ]
1402.3117
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Colloidal pattern replication through contact photolithography operated in a "Talbot-Fabry-Perot" regime We detail on a continuous colloidal pattern replication by using contact photolithography. Chrome on quartz masks are fabricated using colloidal nanosphere lithography and subsequently used as photolithography stamps. Hexagonal pattern arrangements with different dimensions (980, 620 and 480 nm, using colloidal particles with respective diameters) have been studied. When the mask and the imaged resist layer were in intimate contact, a high fidelity pattern replica was obtained after photolithography exposure and processing. In turn, the presence of an air-gap in between has been found to affect the projected image onto the photoresist layer, strongly dependent on the mask feature size and air-gap height. Pattern replication, inversion and hybridization was achieved for 980 nm-period mask; no hybridization for the 620 nm; and only pattern replication for the 480 nm. These results are interpreted in the framework of a "Talbot-Fabry-Perot" effect. Numerical simulations corroborate with the experimental findings providing insight into the involved processes highlighting the important parameters affecting the exposure pattern. The approach allows complex subwavelength patterning and is relevant for a 3D layer-by-layer printing.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" } ]
1807.02106
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Roberge-Weiss endpoint and chiral symmetry restoration in $N_f = 2+1$ QCD
[ { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
[ { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" } ]
2108.02307
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function The exploration/exploitation trade-off is an inherent challenge in data-driven and adaptive control. Though this trade-off has been studied for multi-armed bandits, reinforcement learning (RL) for finite Markov chains, and RL for linear control systems; it is less well-studied for learning-based control of nonlinear control systems. A significant theoretical challenge in the nonlinear setting is that, unlike the linear case, there is no explicit characterization of an optimal controller for a given set of cost and system parameters. We propose in this paper the use of a finite-horizon oracle controller with perfect knowledge of all system parameters as a reference for optimal control actions. First, this allows us to propose a new regret notion with respect to this oracle finite-horizon controller. Second, this allows us to develop learning-based policies that we prove achieve low regret (i.e., square-root regret up to a log-squared factor) with respect to this oracle finite-horizon controller. This policy is developed in the context of learning-based model predictive control (LBMPC). We conduct a statistical analysis to prove finite sample concentration bounds for the estimation step of our policy, and then we perform a control-theoretic analysis using techniques from MPC- and optimization-theory to show this policy ensures closed-loop stability and achieves low regret. We conclude with numerical experiments on a model of heating, ventilation, and air-conditioning (HVAC) systems that show the low regret of our policy in a setting where the cost function is partially-unknown to the controller.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" } ]
1112.3287
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Comment on "Twin symmetry texture of energetically condensed niobium thin films on sapphire substrates (a-plane Al2O3)" [J. Appl. Phys. 110, 033523 (2011)]
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" } ]
1003.6021
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: A distributional approach to the geometry of 2D dislocations at the mesoscale Part A: General theory and Volterra dislocations Part B: The case of a countable family of dislocations
[ { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" } ]
astro-ph/9908093
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Impact of atmospheric parameters on the atmospheric Cherenkov technique Atmospheric density profiles as well as several light absorption and scattering processes depend on geographic position and are generally time-variable. Their impact on the atmospheric Cherenkov technique in general (imaging or non-imaging) is investigated. Different density profiles lead to differences in Cherenkov light density of up to 60%. Seasonal variations at mid-latitude sites are of the order of 15-20%. The quest for improved energy calibration of Cherenkov experiments also shows the need for improved transmission calculations, taking all relevant processes into account and using realistic profiles of absorbers. Simulations including the scattering mechanisms also reveal the relevance of Rayleigh and Mie scattering for atmospheric Cherenkov experiments. Refraction and the differences between treating the atmosphere in plane-parallel or spherical geometry are also investigated.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" } ]
1903.03695
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Image Privacy Prediction Using Deep Neural Networks Images today are increasingly shared online on social networking sites such as Facebook, Flickr, Foursquare, and Instagram. Despite that current social networking sites allow users to change their privacy preferences, this is often a cumbersome task for the vast majority of users on the Web, who face difficulties in assigning and managing privacy settings. Thus, automatically predicting images' privacy to warn users about private or sensitive content before uploading these images on social networking sites has become a necessity in our current interconnected world. In this paper, we explore learning models to automatically predict appropriate images' privacy as private or public using carefully identified image-specific features. We study deep visual semantic features that are derived from various layers of Convolutional Neural Networks (CNNs) as well as textual features such as user tags and deep tags generated from deep CNNs. Particularly, we extract deep (visual and tag) features from four pre-trained CNN architectures for object recognition, i.e., AlexNet, GoogLeNet, VGG-16, and ResNet, and compare their performance for image privacy prediction. Results of our experiments on a Flickr dataset of over thirty thousand images show that the learning models trained on features extracted from ResNet outperform the state-of-the-art models for image privacy prediction. We further investigate the combination of user tags and deep tags derived from CNN architectures using two settings: (1) SVM on the bag-of-tags features; and (2) text-based CNN. Our results show that even though the models trained on the visual features perform better than those trained on the tag features, the combination of deep visual features with image tags shows improvements in performance over the individual feature sets.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" } ]
physics/0408078
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Some comments on the universal constants Recent references to the commonly accepted expression for the entropy of a black hole to questions concerning the constancy of some of the so-called 'universal constants of nature' are questioned, as is the validity of the said entropy expression.
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" } ]
[ { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" } ]
hep-th/9510104
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Tube Model for Light-Front QCD We propose the tube model as a first step in solving the bound state problem in light-front QCD. In this approach we neglect transverse variations of the fields, producing a model with 1+1 dimensional dynamics. We then solve the two, three, and four particle sectors of the model for the case of pure glue SU(3). We study convergence to the continuum limit and various properties of the spectrum.
[ { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
[ { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" } ]
1607.04753
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: How Much Do Downlink Pilots Improve Cell-Free Massive MIMO?
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
0811.0694
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Energy gaps in etched graphene nanoribbons
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" } ]
1802.04782
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Improving Quadrature for Constrained Integrands We present an improved Bayesian framework for performing inference of affine transformations of constrained functions. We focus on quadrature with nonnegative functions, a common task in Bayesian inference. We consider constraints on the range of the function of interest, such as nonnegativity or boundedness. Although our framework is general, we derive explicit approximation schemes for these constraints, and argue for the use of a log transformation for functions with high dynamic range such as likelihood surfaces. We propose a novel method for optimizing hyperparameters in this framework: we optimize the marginal likelihood in the original space, as opposed to in the transformed space. The result is a model that better explains the actual data. Experiments on synthetic and real-world data demonstrate our framework achieves superior estimates using less wall-clock time than existing Bayesian quadrature procedures.
[ { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
2103.10730
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: MuRIL: Multilingual Representations for Indian Languages India is a multilingual society with 1369 rationalized languages and dialects being spoken across the country (INDIA, 2011). Of these, the 22 scheduled languages have a staggering total of 1.17 billion speakers and 121 languages have more than 10,000 speakers (INDIA, 2011). India also has the second largest (and an ever growing) digital footprint (Statista, 2020). Despite this, today's state-of-the-art multilingual systems perform suboptimally on Indian (IN) languages. This can be explained by the fact that multilingual language models (LMs) are often trained on 100+ languages together, leading to a small representation of IN languages in their vocabulary and training data. Multilingual LMs are substantially less effective in resource-lean scenarios (Wu and Dredze, 2020; Lauscher et al., 2020), as limited data doesn't help capture the various nuances of a language. One also commonly observes IN language text transliterated to Latin or code-mixed with English, especially in informal settings (for example, on social media platforms) (Rijhwani et al., 2017). This phenomenon is not adequately handled by current state-of-the-art multilingual LMs. To address the aforementioned gaps, we propose MuRIL, a multilingual LM specifically built for IN languages. MuRIL is trained on significantly large amounts of IN text corpora only. We explicitly augment monolingual text corpora with both translated and transliterated document pairs, that serve as supervised cross-lingual signals in training. MuRIL significantly outperforms multilingual BERT (mBERT) on all tasks in the challenging cross-lingual XTREME benchmark (Hu et al., 2020). We also present results on transliterated (native to Latin script) test sets of the chosen datasets and demonstrate the efficacy of MuRIL in handling transliterated data.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" } ]
1306.3657
Instruct: Identify the main and secondary category of Arxiv papers based on the titles Query: Non-monotonic field dependence of Kondo conductance in a single-electron transistor driven by microwave field
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" } ]
2204.05503
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: FSOINet: Feature-Space Optimization-Inspired Network for Image Compressive Sensing In recent years, deep learning-based image compressive sensing (ICS) methods have achieved brilliant success. Many optimization-inspired networks have been proposed to bring the insights of optimization algorithms into the network structure design and have achieved excellent reconstruction quality with low computational complexity. But they keep the information flow in pixel space as traditional algorithms by updating and transferring the image in pixel space, which does not fully use the information in the image features. In this paper, we propose the idea of achieving information flow phase by phase in feature space and design a Feature-Space Optimization-Inspired Network (dubbed FSOINet) to implement it by mapping both steps of proximal gradient descent algorithm from pixel space to feature space. Moreover, the sampling matrix is learned end-to-end with other network parameters. Experiments show that the proposed FSOINet outperforms the existing state-of-the-art methods by a large margin both quantitatively and qualitatively. The source code is available on https://github.com/cwjjun/FSOINet.
[ { "docid": "1", "text": "The categories of this paper are: cs", "title": "" } ]
[ { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "31", "text": "The categories of this paper are: ao-sci", "title": "" }, { "docid": "35", "text": "The categories of this paper are: mtrl-th", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" } ]
astro-ph/0308007
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Observations of cluster substructure using weakly lensed sextupole moments Since dark matter clusters and groups may have substructure, we have examined the sextupole content of Hubble images looking for a curvature signature in background galaxies that would arise from galaxy-galaxy lensing. We describe techniques for extracting and analyzing sextupole and higher weakly lensed moments. Indications of substructure, via spatial clumping of curved background galaxies, were observed in the image of CL0024 and then surprisingly in both Hubble deep fields. We estimate the dark cluster masses in the deep field. Alternatives to a lensing hypothesis appear improbable, but better statistics will be required to exclude them conclusively. Observation of sextupole moments would then provide a means to measure dark matter structure on smaller length scales than heretofore.
[ { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" } ]
[ { "docid": "37", "text": "The categories of this paper are: supr-con", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "30", "text": "The categories of this paper are: q-alg", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" } ]
1809.06525
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Convergence analysis of a variable metric forward-backward splitting algorithm with applications The forward-backward splitting algorithm is a popular operator-splitting method for solving monotone inclusion of the sum of a maximal monotone operator and a cocoercive operator. In this paper, we present a new convergence analysis of a variable metric forward-backward splitting algorithm with extended relaxation parameters in real Hilbert spaces. We prove that this algorithm is weakly convergent when certain weak conditions are imposed upon the relaxation parameters. Consequently, we recover the forward-backward splitting algorithm with variable step sizes. As an application, we obtain a variable metric forward-backward splitting algorithm for solving the minimization problem of the sum of two convex functions, where one of them is differentiable with a Lipschitz continuous gradient. Furthermore, we discuss the applications of this algorithm to the fundamental of the variational inequalities problem, constrained convex minimization problem, and split feasibility problem. Numerical experimental results on LASSO problem in statistical learning demonstrate the effectiveness of the proposed iterative algorithm.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" } ]
chao-dyn/9802023
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Universality for the breakup of invariant tori in Hamiltonian flows In this article, we describe a new renormalization-group scheme for analyzing the breakup of invariant tori for Hamiltonian systems with two degrees of freedom. The transformation, which acts on Hamiltonians that are quadratic in the action variables, combines a rescaling of phase space and a partial elimination of irrelevant (non-resonant) frequencies. It is implemented numerically for the case applying to golden invariant tori. We find a nontrivial fixed point and compute the corresponding scaling and critical indices. If one compares flows to maps in the canonical way, our results are consistent with existing data on the breakup of golden invariant circles for area-preserving maps.
[ { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "22", "text": "The categories of this paper are: chao-dyn", "title": "" } ]
[ { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" } ]
1808.07472
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Complex symmetric Hamiltonians and exceptional points of order four and five In the broad context of physics ranging from classical experimental optics to quantum mechanics of unitary as well as non-unitary systems there emerge interesting phenomena related to the presence of the so called Kato's exceptional points in the space of parameters. An elementary linear-algebraic method of their localization is proposed and applied to the class of tridiagonal $N$ by $N$ complex symmetric toy-model generators of evolution $H=H(\gamma)$. The implementation of the method is shown to provide new models with the exceptional points $\gamma=\gamma^{(EP)}$ of higher orders. Two distinct areas of applicability are expected to lie (1) in quantum mechanics of non-Hermitian (open as well as closed) systems, and (2) in the experiments using the coupled classical optical waveguides simulating the EP-related effects in the laboratory.
[ { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "8", "text": "The categories of this paper are: hep-ex", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "15", "text": "The categories of this paper are: nucl-ex", "title": "" }, { "docid": "24", "text": "The categories of this paper are: dg-ga", "title": "" }, { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" } ]
1810.08915
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Tensile deformation and fracture mechanisms of Cu/Nb nanolaminates studied by in situ TEM mechanical tests The mechanisms of deformation and failure of Cu/Nb nanolaminates manufactured by accumulated roll bonding were analysed using in-situ TEM mechanical tests. Dog-bone small-scale tensile specimens were prepared using a FIB-based technique with the layers parallel and perpendicular to the loading axis. Load, deformation and TEM micrographs were recorded during the in-situ TEM mechanical tests. The specimens deformed parallel to the layers presented very high strain hardening and ductility while those deformed in the perpendicular orientation were more brittle. These results were rationalized in terms of the deformation and fracture mechanisms observed during the tests.
[ { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" } ]
[ { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" }, { "docid": "10", "text": "The categories of this paper are: q-bio", "title": "" }, { "docid": "26", "text": "The categories of this paper are: bayes-an", "title": "" }, { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" } ]
2203.04815
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Machine Learning based Optimal Feedback Control for Microgrid Stabilization Microgrids have more operational flexibilities as well as uncertainties than conventional power grids, especially when renewable energy resources are utilized. An energy storage based feedback controller can compensate undesired dynamics of a microgrid to improve its stability. However, the optimal feedback control of a microgrid subject to a large disturbance needs to solve a Hamilton-Jacobi-Bellman problem. This paper proposes a machine learning-based optimal feedback control scheme. Its training dataset is generated from a linear-quadratic regulator and a brute-force method respectively addressing small and large disturbances. Then, a three-layer neural network is constructed from the data for the purpose of optimal feedback control. A case study is carried out for a microgrid model based on a modified Kundur two-area system to test the real-time performance of the proposed control scheme.
[ { "docid": "19", "text": "The categories of this paper are: eess", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "34", "text": "The categories of this paper are: chem-ph", "title": "" }, { "docid": "5", "text": "The categories of this paper are: gr-qc", "title": "" }, { "docid": "0", "text": "The categories of this paper are: hep-ph", "title": "" }, { "docid": "17", "text": "The categories of this paper are: q-fin", "title": "" }, { "docid": "9", "text": "The categories of this paper are: nlin", "title": "" }, { "docid": "23", "text": "The categories of this paper are: solv-int", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "13", "text": "The categories of this paper are: quant-ph", "title": "" }, { "docid": "3", "text": "The categories of this paper are: physics", "title": "" }, { "docid": "27", "text": "The categories of this paper are: comp-gas", "title": "" }, { "docid": "18", "text": "The categories of this paper are: econ", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" } ]
1704.01647
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: Finiteness theorems for K3 surfaces and abelian varieties of CM type We study abelian varieties and K3 surfaces with complex multiplication defined over number fields of fixed degree. We show that these varieties fall into finitely many isomorphism classes over an algebraic closure of the field of rational numbers. As an application we confirm finiteness conjectures of Shafarevich and Coleman in the CM case. In addition we prove the uniform boundedness of the Galois invariant subgroup of the geometric Brauer group for forms of a smooth projective variety satisfying the integral Mumford--Tate conjecture. When applied to K3 surfaces, this affirms a conjecture of V\'arilly-Alvarado in the CM case.
[ { "docid": "2", "text": "The categories of this paper are: math", "title": "" } ]
[ { "docid": "11", "text": "The categories of this paper are: hep-lat", "title": "" }, { "docid": "33", "text": "The categories of this paper are: plasm-ph", "title": "" }, { "docid": "29", "text": "The categories of this paper are: funct-an", "title": "" }, { "docid": "28", "text": "The categories of this paper are: alg-geom", "title": "" }, { "docid": "25", "text": "The categories of this paper are: patt-sol", "title": "" }, { "docid": "1", "text": "The categories of this paper are: cs", "title": "" }, { "docid": "4", "text": "The categories of this paper are: cond-mat", "title": "" }, { "docid": "32", "text": "The categories of this paper are: atom-ph", "title": "" }, { "docid": "12", "text": "The categories of this paper are: nucl-th", "title": "" }, { "docid": "7", "text": "The categories of this paper are: hep-th", "title": "" }, { "docid": "14", "text": "The categories of this paper are: math-ph", "title": "" }, { "docid": "6", "text": "The categories of this paper are: astro-ph", "title": "" }, { "docid": "21", "text": "The categories of this paper are: adap-org", "title": "" }, { "docid": "20", "text": "The categories of this paper are: acc-phys", "title": "" }, { "docid": "16", "text": "The categories of this paper are: stat", "title": "" }, { "docid": "36", "text": "The categories of this paper are: cmp-lg", "title": "" } ]