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1105.3597
Michiel Wouters
Michiel Wouters
The stability of nonequilibrium polariton superflow in the presence of a cylindrical defect
5 pages, 5 figures
null
10.1103/PhysRevB.84.224515
null
cond-mat.other
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We make a theoretical study of the stability of nonequilibrium polariton superflows that interact with a cylindrical defect. The nonresonantly pumped polariton condensate is modelled with a generalized complex Ginzburg-Landau equation. At low pump intensities the dissipation is found stabilize the superflow. At large pump intensities, we find an instability that sets a lower critical speed for superfluidity. For even larger pump power, the lower and upper critical speed meet and stable superflows are no longer possible.
[{'version': 'v1', 'created': 'Wed, 18 May 2011 11:43:55 GMT'}]
2015-05-28
[array(['Wouters', 'Michiel', ''], dtype=object)]
901
2101.00060
Michael Lindstrom
Thomas E. Valles, Hannah Shoenhard, Joseph Zinski, Sarah Trick, Mason A. Porter, and Michael R. Lindstrom
Networks of Necessity: Simulating COVID-19 Mitigation Strategies for Disabled People and Their Caregivers
44 pages, 14 figures
null
null
null
cs.SI math.DS nlin.AO physics.soc-ph q-bio.PE
http://creativecommons.org/licenses/by/4.0/
A major strategy to prevent the spread of COVID-19 is the limiting of in-person contacts. However, this is impractical or impossible for the many disabled people who do not live in care facilities, but still require caregivers. We seek to determine which interventions can prevent infections among disabled people and their caregivers. We simulate transmission with a model that includes susceptible, exposed, asymptomatic, symptomatically ill, hospitalized, and removed individuals. The networks on which we simulate disease spread incorporate heterogeneity in the risks of different types of interactions, time-dependent lockdown and reopening measures, and contact distributions for four different groups (caregivers, disabled people, essential workers, and the general population). We find the probability of becoming infected is largest for caregivers and second largest for disabled people. Our analysis of network structure illustrates that caregivers have the largest modal eigenvector centrality. We find that two interventions -- contact-limiting by all groups and mask-wearing by disabled people and caregivers -- most reduce the cases among disabled people and caregivers. We also test which group spreads COVID-19 most readily by seeding infections in a subset of each group. We find caregivers are the most potent spreaders of COVID-19, particularly to other caregivers and to disabled people. We test where to use limited vaccine doses most effectively and find (1) vaccinating caregivers better protects disabled people than vaccinating the general population or essential workers and (2) vaccinating caregivers protects disabled people about as much as vaccinating disabled people themselves. Our results highlight the potential effectiveness of mask-wearing, contact-limiting throughout society, and strategic vaccination for limiting the exposure of disabled people and their caregivers to COVID-19.
[{'version': 'v1', 'created': 'Thu, 31 Dec 2020 20:26:17 GMT'} {'version': 'v2', 'created': 'Fri, 24 Sep 2021 20:21:09 GMT'}]
2021-09-28
[array(['Valles', 'Thomas E.', ''], dtype=object) array(['Shoenhard', 'Hannah', ''], dtype=object) array(['Zinski', 'Joseph', ''], dtype=object) array(['Trick', 'Sarah', ''], dtype=object) array(['Porter', 'Mason A.', ''], dtype=object) array(['Lindstrom', 'Michael R.', ''], dtype=object)]
902
physics/0701273
Alexander Milov M
A Milov, W Anderson, B Azmoun, C-Y Chi, A Drees, A Dubey, M Durham, Z Fraenkel, J Harder, T Hemmick, R Hutter, B Jacak, J Kamin, A Kozlov, M Naglis, P O'Connor, R Pisani, V Radeka, I Ravinovich, T Sakaguchi, D Sharma, A Sickles, S Stoll, I Tserruya, B Yu, C Woody
Construction and Expected Performance of the Hadron Blind Detector for the PHENIX Experiment at RHIC
QM2006 proceedings, 4 pages 3 figures
J.Phys.G34:S701-704,2007; J.Phys.G34:S705-708,2007
10.1088/0954-3899/34/8/S77 10.1088/0954-3899/34/8/S78
null
physics.ins-det
null
A new Hadron Blind Detector (HBD) for electron identification in high density hadron environment has been installed in the PHENIX detector at RHIC in the fall of 2006. The HBD will identify low momentum electron-positron pairs to reduce the combinatorial background in the $e^{+}e^{-}$ mass spectrum, mainly in the low-mass region below 1 GeV/c$^{2}$. The HBD is a windowless proximity-focusing Cherenkov detector with a radiator length of 50 cm, a CsI photocathode and three layers of Gas Electron Multipliers (GEM). The HBD uses pure CF$_{4}$ as a radiator and a detector gas. Construction details and the expected performance of the detector are described.
[{'version': 'v1', 'created': 'Tue, 23 Jan 2007 22:46:47 GMT'}]
2008-11-26
[array(['Milov', 'A', ''], dtype=object) array(['Anderson', 'W', ''], dtype=object) array(['Azmoun', 'B', ''], dtype=object) array(['Chi', 'C-Y', ''], dtype=object) array(['Drees', 'A', ''], dtype=object) array(['Dubey', 'A', ''], dtype=object) array(['Durham', 'M', ''], dtype=object) array(['Fraenkel', 'Z', ''], dtype=object) array(['Harder', 'J', ''], dtype=object) array(['Hemmick', 'T', ''], dtype=object) array(['Hutter', 'R', ''], dtype=object) array(['Jacak', 'B', ''], dtype=object) array(['Kamin', 'J', ''], dtype=object) array(['Kozlov', 'A', ''], dtype=object) array(['Naglis', 'M', ''], dtype=object) array(["O'Connor", 'P', ''], dtype=object) array(['Pisani', 'R', ''], dtype=object) array(['Radeka', 'V', ''], dtype=object) array(['Ravinovich', 'I', ''], dtype=object) array(['Sakaguchi', 'T', ''], dtype=object) array(['Sharma', 'D', ''], dtype=object) array(['Sickles', 'A', ''], dtype=object) array(['Stoll', 'S', ''], dtype=object) array(['Tserruya', 'I', ''], dtype=object) array(['Yu', 'B', ''], dtype=object) array(['Woody', 'C', ''], dtype=object)]
903
2104.08170
Irene Papaefstathiou
Irene Papaefstathiou (1 and 2), Daniel Robaina (1), J. Ignacio Cirac (1 and 2), Mari Carmen Ba\~nuls (1 and 2) ((1) Max-Planck-Institut f\"ur Quantenoptik, (2) Munich Center for Quantum Science and Technology (MCQST))
Density of States of the lattice Schwinger model
10 pages, 5 figures
Phys. Rev. D 104, 014514 (2021)
10.1103/PhysRevD.104.014514
null
hep-lat quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Using a recently introduced tensor network method, we study the density of states of the lattice Schwinger model, a standard testbench for lattice gauge theory numerical techniques, but also the object of recent experimental quantum simulations. We identify regimes of parameters where the spectrum appears to be symmetric and displays the expected continuum properties even for finite lattice spacing and number of sites. However, we find that for moderate system sizes and lattice spacing of $ga\sim O(1)$, the spectral density can exhibit very different properties with a highly asymmetric form. We also explore how the method can be exploited to extract thermodynamic quantities.
[{'version': 'v1', 'created': 'Fri, 16 Apr 2021 15:29:52 GMT'}]
2021-08-04
[array(['Papaefstathiou', 'Irene', '', '1 and 2'], dtype=object) array(['Robaina', 'Daniel', '', '1 and 2'], dtype=object) array(['Cirac', 'J. Ignacio', '', '1 and 2'], dtype=object) array(['Bañuls', 'Mari Carmen', '', '1 and 2'], dtype=object)]
904
2007.00700
Abhishek Gupta
Marianna Bergamaschi Ganapini (1 and 2), Camylle Lanteigne (1 and 3), Abhishek Gupta (1 and 4) ((1) Montreal AI Ethics Institute, (2) Union College, (3) McGill University, (4) Microsoft)
Response by the Montreal AI Ethics Institute to the Santa Clara Principles on Transparency and Accountability in Online Content Moderation
17 pages
null
null
null
cs.CY
http://creativecommons.org/licenses/by/4.0/
In April 2020, the Electronic Frontier Foundation (EFF) publicly called for comments on expanding and improving the Santa Clara Principles on Transparency and Accountability (SCP), originally published in May 2018. The Montreal AI Ethics Institute (MAIEI) responded to this call by drafting a set of recommendations based on insights and analysis by the MAIEI staff and supplemented by workshop contributions from the AI Ethics community convened during two online public consultation workshops. In its submission, MAIEI provides 12 overarching recommendations for the SCP, these include: 1) ensure there is more diversity in the content moderation process; 2) increase transparency into how platforms guide content-ranking; 3) disclose anonymized data on the training and/or cultural background of the content moderators for a platform; 4) tailor content moderation tools for specific issues; 5) draft specific guidelines for messaging applications with regards to data protection in content moderation; 6) take into account cultural differences relevant to what constitutes acceptable behavior online; 7) ensure platforms are transparent in regards to political advertising; 8) ensure greater transparency into the user-generated flagging/reporting systems deployed by a platform; 9) clarify if user content is flagged or reported through an automated system; 10) provide more data on the types of content removed from platforms; 11) provide clear guidelines on the appeal process, as well as data on prior appeals; 12) create a system for periodically revisiting the SCP so it reflects various technological advancements, modifications in law and policy, as well as changing trends or movements in content moderation.
[{'version': 'v1', 'created': 'Wed, 1 Jul 2020 18:46:08 GMT'}]
2020-07-03
[array(['Ganapini', 'Marianna Bergamaschi', '', '1 and 2'], dtype=object) array(['Lanteigne', 'Camylle', '', '1 and 3'], dtype=object) array(['Gupta', 'Abhishek', '', '1 and 4'], dtype=object)]
905
hep-th/9305168
null
Ovid C. Jacob
Zero Modes in a $c = 2$ Matrix Model
phyzxx, 14 pages, SLAC-PUB-59xx
Phys.Lett.B324:149-159,1994
10.1016/0370-2693(94)90401-4
null
hep-th
null
Recently \REF\dk{Simon Dalley and Igor Klebanov,'Light Cone Quantization of the $c=2$ Matrix Model', PUPT-1333, hepth@xxx/920705} \refend Dalley and Klebanov proposed a light-cone quantized study of the $c=2$ matrix model, but which ignores $k^{+}=0$ contributions. Since the non-critical string limit of the matrix model involves taking the parameters $\lambda$ and $\mu$ of the matrix model to a critical point, zero modes of the field might be important in this study. The constrained light-cone quantization (CLCQ) approach of Heinzl, Krusche and Werner is applied . It is found that there is coupling between the zero mode sector and the rest of the theory, hence CLCQ should be implemented.
[{'version': 'v1', 'created': 'Fri, 28 May 1993 23:55:00 GMT'}]
2011-07-19
[array(['Jacob', 'Ovid C.', ''], dtype=object)]
906
1907.11531
Murat Tuncali
Wojciech D\k{e}bski, Kazuhiro Kawamura, Murat Tuncal{\i}, and E.D. Tymchatyn
Inverse systems with simplicial bonding maps and cell structures
null
null
null
null
math.GN
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
For a topologically complete space $X$ and a family of closed covers $\mathcal A$ of $X$ satisfying a "local refinement condition" and a "completeness condition," we give a construction of an inverse system $\mathbf{ N}_{\mathcal A}$ of simplicial complexes and simplicial bonding maps such that the limit space $N_{\infty} = \varprojlim \mathbf{N}_{\mathcal A}$ is homotopy equivalent to $X$. A connection with cell structures [2],[3] is discussed
[{'version': 'v1', 'created': 'Fri, 26 Jul 2019 12:41:45 GMT'}]
2019-07-29
[array(['Dębski', 'Wojciech', ''], dtype=object) array(['Kawamura', 'Kazuhiro', ''], dtype=object) array(['Tuncalı', 'Murat', ''], dtype=object) array(['Tymchatyn', 'E. D.', ''], dtype=object)]
907
astro-ph/9908192
Laura Ferrarese
Laura Ferrarese, Jeremy R. Mould, Robert C. Kennicutt, Jr., John Huchra, Holland C. Ford, Wendy L. Freedman, Peter B. Stetson, Barry F. Madore, Shoko Sakai, Brad K. Gibson, John A. Graham, Shaun M. Hughes, Garth D. Illingworth, Daniel D. Kelson, Lucas Macri, Kim Sebo & N.A. Silbermann
The HST Key Project on the Extragalactic Distance Scale XXVI. The Calibration of Population II Secondary Distance Indicators and the Value of the Hubble Constant
Accepted for publication in the Astrophysical Journal. 48 pages (including 13 figures and 4 tables), plus two additional tables in landscape format. Also available at http://astro.caltech.edu/~lff/pub.htm K' SBF magnitudes have been updated
null
10.1086/308309
null
astro-ph
null
A Cepheid-based calibration is derived for four distance indicators that utilize stars in the old stellar populations: the tip of the red giant branch (TRGB), the planetary nebula luminosity function (PNLF), the globular cluster luminosity function (GCLF) and the surface brightness fluctuation method (SBF). The calibration is largely based on the Cepheid distances to 18 spiral galaxies within cz =1500 km/s obtained as part of the HST Key Project on the Extragalactic Distance Scale, but relies also on Cepheid distances from separate HST and ground-based efforts. The newly derived calibration of the SBF method is applied to obtain distances to four Abell clusters in the velocity range between 3800 and 5000 km/s, observed by Lauer et al. (1998) using the HST/WFPC2. Combined with cluster velocities corrected for a cosmological flow model, these distances imply a value of the Hubble constant of H0 = 69 +/- 4 (random) +/- 6 (systematic) km/s/Mpc. This result assumes that the Cepheid PL relation is independent of the metallicity of the variable stars; adopting a metallicity correction as in Kennicutt et al. (1998), would produce a (5 +/- 3)% decrease in H0. Finally, the newly derived calibration allows us to investigate systematics in the Cepheid, PNLF, SBF, GCLF and TRGB distance scales.
[{'version': 'v1', 'created': 'Tue, 17 Aug 1999 23:33:57 GMT'} {'version': 'v2', 'created': 'Wed, 1 Sep 1999 18:28:08 GMT'}]
2012-08-27
[array(['Ferrarese', 'Laura', ''], dtype=object) array(['Mould', 'Jeremy R.', ''], dtype=object) array(['Kennicutt,', 'Robert C.', 'Jr.'], dtype=object) array(['Huchra', 'John', ''], dtype=object) array(['Ford', 'Holland C.', ''], dtype=object) array(['Freedman', 'Wendy L.', ''], dtype=object) array(['Stetson', 'Peter B.', ''], dtype=object) array(['Madore', 'Barry F.', ''], dtype=object) array(['Sakai', 'Shoko', ''], dtype=object) array(['Gibson', 'Brad K.', ''], dtype=object) array(['Graham', 'John A.', ''], dtype=object) array(['Hughes', 'Shaun M.', ''], dtype=object) array(['Illingworth', 'Garth D.', ''], dtype=object) array(['Kelson', 'Daniel D.', ''], dtype=object) array(['Macri', 'Lucas', ''], dtype=object) array(['Sebo', 'Kim', ''], dtype=object) array(['Silbermann', 'N. A.', ''], dtype=object)]
908
1401.2515
Stefano Berardi
Stefano Berardi (Universita di Torino)
An intuitionistic version of Ramsey Theorem (italian version)
in Italian
null
null
null
cs.LO
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Ramsey Theorem [6] for pairs is intuitionistically but not classically provable: it is equivalent to a subclassical principle [2]. In this note we show that Ramsey may be restated in an intuitionistically provable form, which is informative (or at least without negations), and classically equivalent to the original. With respect to previous works of the same kind, we do not use no counterexample as in [1], [5], nor we add a new principle to the intuitionism as in [4]. We claim that this intuitionistic version of Ramsey could be use to replace Ramsey Theorem in the convergence proof of programs included in [3]. [1] Gianluigi Bellin. Ramsey interpreted: a parametric version of Ramsey Theorem. In AMS, editor, Logic and Computation: Proceedings of a Symposium held at Carnegie Mellon University, volume 106. [2] Stefano Berardi, Silvia Steila, Ramsey Theorem for pairs as a classical principle in Intuitionistic Arithmetic, Submitted to the proceedings of Types 2013 in Toulouse. [3] Byron Cook, Abigail See, Florian Zuleger, Ramsey vs. Lexicographic Termination Proving, LNCS 7795, 2013, Springer Berlin Heidelberg. [4] Thierry Coquand. A direct proof of Ramsey Theorem. [5] Paulo Oliva and Thomas Powell. A Constructive Interpretation of Ramsey Theorem via the Product of Selection Functions. CoRR, arXiv:1204.5631, 2012. [6] F. P. Ramsey. On a problem in formal logic. Proc. London Math. Soc., 1930.
[{'version': 'v1', 'created': 'Sat, 11 Jan 2014 10:03:56 GMT'}]
2014-01-14
[array(['Berardi', 'Stefano', '', 'Universita di Torino'], dtype=object)]
909
1706.07513
Georgios Alexandridis Dr.
Georgios Alexandridis, Georgios Siolas and Andreas Stafylopatis
ParVecMF: A Paragraph Vector-based Matrix Factorization Recommender System
null
null
null
null
cs.IR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Review-based recommender systems have gained noticeable ground in recent years. In addition to the rating scores, those systems are enriched with textual evaluations of items by the users. Neural language processing models, on the other hand, have already found application in recommender systems, mainly as a means of encoding user preference data, with the actual textual description of items serving only as side information. In this paper, a novel approach to incorporating the aforementioned models into the recommendation process is presented. Initially, a neural language processing model and more specifically the paragraph vector model is used to encode textual user reviews of variable length into feature vectors of fixed length. Subsequently this information is fused along with the rating scores in a probabilistic matrix factorization algorithm, based on maximum a-posteriori estimation. The resulting system, ParVecMF, is compared to a ratings' matrix factorization approach on a reference dataset. The obtained preliminary results on a set of two metrics are encouraging and may stimulate further research in this area.
[{'version': 'v1', 'created': 'Thu, 22 Jun 2017 22:31:46 GMT'} {'version': 'v2', 'created': 'Mon, 28 Aug 2017 08:11:36 GMT'} {'version': 'v3', 'created': 'Wed, 10 Jan 2018 15:56:29 GMT'}]
2018-01-11
[array(['Alexandridis', 'Georgios', ''], dtype=object) array(['Siolas', 'Georgios', ''], dtype=object) array(['Stafylopatis', 'Andreas', ''], dtype=object)]
910
1711.11510
Francisco J. Valverde-Albacete Dr.
Francisco J. Valverde-Albacete and Carmen Pel\'aez-Moreno
Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle
21 pages, 7 figures and 1 table
Entropy 2018, 20(7), 498
10.3390/e20070498
null
cs.IT math.IT stat.ML
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Data transformation, e.g. feature transformation and selection, is an integral part of any machine learning procedure. In this paper we introduce an information-theoretic model and tools to assess the quality of data transformations in machine learning tasks. In an unsupervised fashion, we analyze the transfer of information of the transformation of a discrete, multivariate source of information X into a discrete, multivariate sink of information Y related by a distribution PXY . The first contribution is a decomposition of the maximal potential entropy of (X, Y) that we call a balance equation, into its a) non-transferable, b) transferable but not transferred and c) transferred parts. Such balance equations can be represented in (de Finetti) entropy diagrams, our second set of contributions. The most important of these, the aggregate Channel Multivariate Entropy Triangle is a visual exploratory tool to assess the effectiveness of multivariate data transformations in transferring information from input to output variables. We also show how these decomposition and balance equation also apply to the entropies of X and Y respectively and generate entropy triangles for them. As an example, we present the application of these tools to the assessment of information transfer efficiency for PCA and ICA as unsupervised feature transformation and selection procedures in supervised classification tasks.
[{'version': 'v1', 'created': 'Thu, 30 Nov 2017 16:59:23 GMT'} {'version': 'v2', 'created': 'Wed, 10 Oct 2018 08:08:55 GMT'}]
2018-10-11
[array(['Valverde-Albacete', 'Francisco J.', ''], dtype=object) array(['Peláez-Moreno', 'Carmen', ''], dtype=object)]
911
1411.7446
Ricardo J. Alonso-Blanco
Ricardo J. Alonso-Blanco and Jes\'us Mu\~noz-D\'iaz
On the foundation of Mechanics
Spanish
null
null
null
math-ph gr-qc math.MP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This note is an extended version of "A note on the foundations of Mechanics", arXiv: 1404.1321 [math-ph]. A presentation of its contents was given in a talk in memorial homage to the professor Juan B. Sancho Guimer\'a. For this reason, it was written in spanish language. The matter of the note is a systematic foundation of the most classical part of Mechanics. The content by sections is: 0) Notions and basic results, 1) Conservative systems 2) Time. Time constraints, 3) Proper time. Relativistic forces, 4) Electromagnetic fields, 5) On the Hamilton-Noether Principle, 6) Schr\"odinger equation.
[{'version': 'v1', 'created': 'Thu, 27 Nov 2014 02:40:10 GMT'} {'version': 'v2', 'created': 'Tue, 9 Dec 2014 22:11:28 GMT'}]
2014-12-11
[array(['Alonso-Blanco', 'Ricardo J.', ''], dtype=object) array(['Muñoz-Díaz', 'Jesús', ''], dtype=object)]
912
1801.04471
Shahin Atashbar Tehrani
Maral Salajegheh, S.Mohammad Moosavi Nejad, Hamzeh Khanpour, S. Atashbar Tehrani
Analytical approaches to the determination of spin-dependent parton distribution functions at NNLO approximation
30 Pages,5 figures,3 Table
Phys. Rev. C 97, 055201 (2018)
10.1103/PhysRevC.97.055201
null
hep-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper, we present {\tt SMKA18} analysis which is a first attempt to extract the set of next-to-next-leading-order (NNLO) spin-dependent parton distribution functions (spin-dependent PDFs) and their uncertainties determined through the Laplace transform technique and Jacobi polynomial approach. Using the Laplace transformations, we present an analytical solution for the spin-dependent Dokshitzer-Gribov-Lipatov-Altarelli-Parisi evolution equations at NNLO approximation. The results are extracted using a wide range of proton $g_1^{p}(x, Q^2)$, neutron $g_1^{n}(x, Q^2)$ and deuteron $g_1^{d}(x, Q^2)$ spin-dependent structure functions dataset including the most recent high-precision measurements from {\tt COMPASS16} experiments at CERN which are playing an increasingly important role in global spin-dependent fits. The careful estimations of uncertainties have been done using the standard 'Hessian error' propagation. We will compare our results with the available spin-dependent inclusive deep inelastic scattering dataset and other results for the spin-dependent PDFs in literature. The results obtained for the spin-dependent PDFs as well as spin-dependent structure functions are clearly explained both in the small and large values of $x$.
[{'version': 'v1', 'created': 'Sat, 13 Jan 2018 18:05:24 GMT'} {'version': 'v2', 'created': 'Wed, 2 May 2018 19:27:39 GMT'}]
2018-05-09
[array(['Salajegheh', 'Maral', ''], dtype=object) array(['Nejad', 'S. Mohammad Moosavi', ''], dtype=object) array(['Khanpour', 'Hamzeh', ''], dtype=object) array(['Tehrani', 'S. Atashbar', ''], dtype=object)]
913
2107.07311
Ming Gong
Chong Ying, Qihao Guo, Shaowei Li, Ming Gong, Xiu-Hao Deng, Fusheng Chen, Chen Zha, Yangsen Ye, Can Wang, Qingling Zhu, Shiyu Wang, Youwei Zhao, Haoran Qian, Shaojun Guo, Yulin Wu, Hao Rong, Hui Deng, Futian Liang, Jin Lin, Yu Xu, Cheng-Zhi Peng, Chao-Yang Lu, Zhang-Qi Yin, Xiaobo Zhu, and Jian-Wei Pan
Floquet Prethermal Phase Protected by U(1) Symmetry on a Superconducting Quantum Processor
14 pages, 4 figures, and supplementary materials
null
10.1103/PhysRevA.105.012418
null
quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Periodically driven systems, or Floquet systems, exhibit many novel dynamics and interesting out-of-equilibrium phases of matter. Those phases arising with the quantum systems' symmetries, such as global $U(1)$ symmetry, can even show dynamical stability with symmetry-protection. Here we experimentally demonstrate a $U(1)$ symmetry-protected prethermal phase, via performing a digital-analog quantum simulation on a superconducting quantum processor. The dynamical stability of this phase is revealed by its robustness against external perturbations. We also find that the spin glass order parameter in this phase is stabilized by the interaction between the spins. Our work reveals a promising prospect in discovering emergent quantum dynamical phases with digital-analog quantum simulators.
[{'version': 'v1', 'created': 'Thu, 15 Jul 2021 13:30:44 GMT'}]
2022-02-02
[array(['Ying', 'Chong', ''], dtype=object) array(['Guo', 'Qihao', ''], dtype=object) array(['Li', 'Shaowei', ''], dtype=object) array(['Gong', 'Ming', ''], dtype=object) array(['Deng', 'Xiu-Hao', ''], dtype=object) array(['Chen', 'Fusheng', ''], dtype=object) array(['Zha', 'Chen', ''], dtype=object) array(['Ye', 'Yangsen', ''], dtype=object) array(['Wang', 'Can', ''], dtype=object) array(['Zhu', 'Qingling', ''], dtype=object) array(['Wang', 'Shiyu', ''], dtype=object) array(['Zhao', 'Youwei', ''], dtype=object) array(['Qian', 'Haoran', ''], dtype=object) array(['Guo', 'Shaojun', ''], dtype=object) array(['Wu', 'Yulin', ''], dtype=object) array(['Rong', 'Hao', ''], dtype=object) array(['Deng', 'Hui', ''], dtype=object) array(['Liang', 'Futian', ''], dtype=object) array(['Lin', 'Jin', ''], dtype=object) array(['Xu', 'Yu', ''], dtype=object) array(['Peng', 'Cheng-Zhi', ''], dtype=object) array(['Lu', 'Chao-Yang', ''], dtype=object) array(['Yin', 'Zhang-Qi', ''], dtype=object) array(['Zhu', 'Xiaobo', ''], dtype=object) array(['Pan', 'Jian-Wei', ''], dtype=object)]
914
2107.01196
Tyler Cody
Tyler Cody, Peter A. Beling
A Systems Theory of Transfer Learning
null
null
null
null
cs.LG cs.SY eess.SY math.OC
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Existing frameworks for transfer learning are incomplete from a systems theoretic perspective. They place emphasis on notions of domain and task, and neglect notions of structure and behavior. In doing so, they limit the extent to which formalism can be carried through into the elaboration of their frameworks. Herein, we use Mesarovician systems theory to define transfer learning as a relation on sets and subsequently characterize the general nature of transfer learning as a mathematical construct. We interpret existing frameworks in terms of ours and go beyond existing frameworks to define notions of transferability, transfer roughness, and transfer distance. Importantly, despite its formalism, our framework avoids the detailed mathematics of learning theory or machine learning solution methods without excluding their consideration. As such, we provide a formal, general systems framework for modeling transfer learning that offers a rigorous foundation for system design and analysis.
[{'version': 'v1', 'created': 'Fri, 2 Jul 2021 17:25:42 GMT'}]
2021-07-05
[array(['Cody', 'Tyler', ''], dtype=object) array(['Beling', 'Peter A.', ''], dtype=object)]
915
2207.11208
Nikki Lijing Kuang
Kush Bhatia, Nikki Lijing Kuang, Yi-An Ma, Yixin Wang
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
56 pages, 8 figures
null
null
null
stat.ML cs.LG
http://creativecommons.org/licenses/by-nc-nd/4.0/
Variational inference has recently emerged as a popular alternative to the classical Markov chain Monte Carlo (MCMC) in large-scale Bayesian inference. The core idea of variational inference is to trade statistical accuracy for computational efficiency. It aims to approximate the posterior, reducing computation costs but potentially compromising its statistical accuracy. In this work, we study this statistical and computational trade-off in variational inference via a case study in inferential model selection. Focusing on Gaussian inferential models (a.k.a. variational approximating families) with diagonal plus low-rank precision matrices, we initiate a theoretical study of the trade-offs in two aspects, Bayesian posterior inference error and frequentist uncertainty quantification error. From the Bayesian posterior inference perspective, we characterize the error of the variational posterior relative to the exact posterior. We prove that, given a fixed computation budget, a lower-rank inferential model produces variational posteriors with a higher statistical approximation error, but a lower computational error; it reduces variances in stochastic optimization and, in turn, accelerates convergence. From the frequentist uncertainty quantification perspective, we consider the precision matrix of the variational posterior as an uncertainty estimate. We find that, relative to the true asymptotic precision, the variational approximation suffers from an additional statistical error originating from the sampling uncertainty of the data. Moreover, this statistical error becomes the dominant factor as the computation budget increases. As a consequence, for small datasets, the inferential model need not be full-rank to achieve optimal estimation error. We finally demonstrate these statistical and computational trade-offs inference across empirical studies, corroborating the theoretical findings.
[{'version': 'v1', 'created': 'Fri, 22 Jul 2022 17:16:05 GMT'}]
2022-07-25
[array(['Bhatia', 'Kush', ''], dtype=object) array(['Kuang', 'Nikki Lijing', ''], dtype=object) array(['Ma', 'Yi-An', ''], dtype=object) array(['Wang', 'Yixin', ''], dtype=object)]
916
2205.06593
Christian P\"otzsche
Christian P\"otzsche
Urysohn and Hammerstein operators on H"older spaces
null
null
null
null
math.DS
http://creativecommons.org/licenses/by/4.0/
We present an application-oriented approach to Urysohn and Hammerstein integral operators acting between spaces of H"older continuous functions over compact metric spaces. These nonlinear mappings are formulated by means of an abstract measure theoretical integral involving a finite measure. This flexible setting creates a common framework to tackle both such operators based on the Lebesgue integral like frequently met in applications, as well as e.g.\ their spatial discretization using stable quadrature/cubature rules (Nystr"om methods). Under suitable Carath{\'e}odory conditions on the kernel functions, properties like well-definedness, boundedness, (complete) continuity and continuous differentiability are established. Furthermore, the special case of Hammerstein operators is understood as composition of Fredholm and Nemytskii operators. While our differentiability results for Urysohn operators appear to be new, the section on Nemytskii operators has a survey character. Finally, an appendix provides a rather comprehensive account summarizing the required preliminaries for H\"older continuous functions defined on metric spaces.
[{'version': 'v1', 'created': 'Fri, 13 May 2022 12:38:03 GMT'}]
2022-05-16
[array(['Pötzsche', 'Christian', ''], dtype=object)]
917
1202.0227
Artur Ankowski
Artur M. Ankowski, Omar Benhar, Takaaki Mori, Ryuta Yamaguchi, and Makoto Sakuda
Gamma-ray production in neutral-current neutrino-oxygen interactions at energies above 200 MeV
Invited paper to NUFACT 11, XIIIth International Workshop on Neutrino Factories, Super beams and Beta beams, 1-6 August 2011, CERN and University of Geneva
null
10.1088/1742-6596/408/1/012055
null
nucl-th
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We report the results of a calculation of the neutrino- and antineutrino-induced gamma-ray production cross section for oxygen target. Our analysis is focused on the kinematical region of neutrino energy larger than ~200MeV, in which single-nucleon knockout is known to be the dominant reaction mechanism. The numerical results have been obtained using a realistic model of the target spectral function, extensively tested against electron-nucleus scattering data. We find that at neutrino energy 600 MeV the fraction of neutral-current interactions leading to emission of gamma-rays of energy larger than 6 MeV is ~41%, and that the contribution of the p_{3/2} state is overwhelming.
[{'version': 'v1', 'created': 'Wed, 1 Feb 2012 17:32:50 GMT'}]
2015-06-04
[array(['Ankowski', 'Artur M.', ''], dtype=object) array(['Benhar', 'Omar', ''], dtype=object) array(['Mori', 'Takaaki', ''], dtype=object) array(['Yamaguchi', 'Ryuta', ''], dtype=object) array(['Sakuda', 'Makoto', ''], dtype=object)]
918
1403.2925
Noemi Kurt
Jochen Blath, Bjarki Eldon, Adri\'an Gonz\'alez Casanova, Noemi Kurt
Genealogy of a Wright Fisher model with strong seed bank component
16 pages, 4 figures
null
null
null
math.PR q-bio.PE
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We investigate the behaviour of the genealogy of a Wright-Fisher population model under the influence of a strong seed-bank effect. More precisely, we consider a simple seed-bank age distribution with two atoms, leading to either classical or long genealogical jumps (the latter modeling the effect of seed-dormancy). We assume that the length of these long jumps scales like a power $N^\beta$ of the original population size $N$, thus giving rise to a `strong' seed-bank effect. For a certain range of $\beta$, we prove that the ancestral process of a sample of $n$ individuals converges under a non-classical time-scaling to Kingman's $n-$coalescent. Further, for a wider range of parameters, we analyze the time to the most recent common ancestor of two individuals analytically and by simulation.
[{'version': 'v1', 'created': 'Wed, 12 Mar 2014 13:26:33 GMT'}]
2014-03-13
[array(['Blath', 'Jochen', ''], dtype=object) array(['Eldon', 'Bjarki', ''], dtype=object) array(['Casanova', 'Adrián González', ''], dtype=object) array(['Kurt', 'Noemi', ''], dtype=object)]
919
cond-mat/0407123
Falk Wittel K.
H. Matthias Deuschle and Falk K. Wittel and Henry Gerhard and Gerhard Busse and Bernd-H. Kroeplin (University of Stuttgart)
Combined Numerical and Experimental Investigation of Progressive Failure of Composites
15 pages, 13 figures in eps format
null
null
null
cond-mat.mtrl-sci
null
The combination of Finite Element Method (FEM) simulation and experimental photo-elasticity provides both qualitative and quantitative information about the stress field in a polymer composite and particularly along the fibre-matrix boundary. Investigations were made using model specimens containing up to five parallel glass fibres loaded at angles from 0 to 15 degrees. The material properties of the geometrically equivalent FE models are calibrated using the experimental photoelastic outputs. In contrast to the experimental results, FE simulations provide full 3D stress fields. For verification purposes, the 3D stress fields are reduced to two-dimensional synthetic photoelastic phase images, showing good agreement. Furthermore, detailed studies on the components of the stress tensor, particularly statements concerning the shear transmitted by fibre-matrix boundary, progressive fibre failure and the effect of load angle variation are presented.
[{'version': 'v1', 'created': 'Tue, 6 Jul 2004 11:46:16 GMT'}]
2007-05-23
[array(['Deuschle', 'H. Matthias', '', 'University of Stuttgart'], dtype=object) array(['Wittel', 'Falk K.', '', 'University of Stuttgart'], dtype=object) array(['Gerhard', 'Henry', '', 'University of Stuttgart'], dtype=object) array(['Busse', 'Gerhard', '', 'University of Stuttgart'], dtype=object) array(['Kroeplin', 'Bernd-H.', '', 'University of Stuttgart'], dtype=object) ]
920
0811.2175
Lionel Brehamet
Lionel Br\'ehamet
Concept of a veritable osp(1$|$2) super-triangle sum rule with 6-$j^S$ symbols from intrinsic operator techniques: an open problem
39 pages
null
null
null
math-ph math.MP math.QA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Efficiency of intrinsic operator techniques (using only products and ranks of tensor operators) is first evidenced by condensed proofs of already known $\bigtriangledown$-triangle sum rules of su(2)/su$_q$(2). {\em A new compact} su$_q$(2)-{\em expression} is found, using a $q$-series $\Phi$, with $\Phi(n)_{| q=1}=1$. This success comes from an ultimate identification process over monomials like $(c_0)^p$. For osp(1$|$2), analogous principles of calculation are transposed, involving a second parameter $d_0$. Ultimate identification process then must be done over binomials like ${(c_{0}+{d_{0}}^{2})}^{\Omega -m} ({d_{0}}^{2})^{m}$. {\em Unknown} polynomials ${\cal P}$ are introduced as well as their expansion coefficients, $x$, over the binomials. It is clearly shown that a hypothetical super-triangle sum rule requires super-triangles $\bigtriangleup^{S}$, instead of $\bigtriangledown$ for su(2)/su$_q$(2). Coefficients $x$ are integers ({\em conjecture 1}). Massive unknown advances are done for intermediate steps of calculation. Among other, are proved {\em two theorems} on tensor operators, "zero" by construction. However, the ultimate identification seems to lead to a dead end, due to analytical apparent complexities. Up today, except for a few of coefficients $x$, no general formula is really available.
[{'version': 'v1', 'created': 'Thu, 13 Nov 2008 20:11:06 GMT'}]
2008-11-14
[array(['Bréhamet', 'Lionel', ''], dtype=object)]
921
hep-ex/0602004
Brant M. Johnson
PHENIX Collaboration, S.S. Adler, et al
Improved Measurement of Double Helicity Asymmetry in Inclusive Midrapidity pi^0 Production for Polarized p+p Collisions at sqrt(s)=200 GeV
389 authors, 4 pages, 2 tables, 1 figure. Submitted to Phys. Rev. D, Rapid Communications. Plain text data tables for the points plotted in figures for this and previous PHENIX publications are (or will be) publicly available at http://www.phenix.bnl.gov/papers.html
Phys.Rev.D73:091102,2006
10.1103/PhysRevD.73.091102
null
hep-ex
null
We present an improved measurement of the double helicity asymmetry for pi^0 production in polarized proton-proton scattering at sqrt(s) = 200 GeV employing the PHENIX detector at the Relativistic Heavy Ion Collider (RHIC). The improvements to our previous measurement come from two main factors: Inclusion of a new data set from the 2004 RHIC run with higher beam polarizations than the earlier run and a recalibration of the beam polarization measurements, which resulted in reduced uncertainties and increased beam polarizations. The results are compared to a Next to Leading Order (NLO) perturbative Quantum Chromodynamics (pQCD) calculation with a range of polarized gluon distributions.
[{'version': 'v1', 'created': 'Wed, 1 Feb 2006 16:14:26 GMT'}]
2008-11-26
[array(['PHENIX Collaboration', '', ''], dtype=object) array(['Adler', 'S. S.', ''], dtype=object)]
922
1908.05967
Tome M. Schmidt
Tome M. Schmidt, G. P. Srivastava
Non-Trivial Topological Phase in the Sn_{1-x}In_xTe Superconductor
null
null
null
null
cond-mat.mtrl-sci
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Whereas SnTe is a inverted band gap topological crystalline insulator, the topological phase of the alloy Sn_{1-x}In_xTe, a topological superconductor candidate, has not been clearly studied so far. Our calculations show that the Sn_{1-x}In_xTe band gap reduces by increasing the In content, becoming a metal for x>0.1. However, the band inversion at the fcc L point for both gapped and gapless phases has been maintained. Furthermore, the computed topological invariant shows a non-trivial phase with a mirror Chern number n_M = -2 for In concentrations of x=0.03125, x=0.125, and x=0.25. We also identify pairs of topologically protected states on the (001) surface of Sn_{1-x}In_xTe with +/- i mirror eigenvalues. The character of these topological states is affected by In dopant. As the In content x increases, the Dirac crossing point moves further away from the L point, and the Fermi velocity of the topological states increases significantly. Our results demonstrate a non-trivial topological phase for the superconductor Sn_{1-x}In_xTe, and provide a detailed description of the topological state properties.
[{'version': 'v1', 'created': 'Fri, 16 Aug 2019 13:32:04 GMT'}]
2019-08-19
[array(['Schmidt', 'Tome M.', ''], dtype=object) array(['Srivastava', 'G. P.', ''], dtype=object)]
923
1511.07969
Margaryta Myronyuk Dr
G.M. Feldman and M.V. Myronyuk
On a characterization of idempotent distributions on discrete fields and on the field of p-adic numbers
null
null
null
null
math.PR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We prove the following theorem. Let $X$ be a discrete field, $\xi$ and $\eta$ be independent identically distributed random variables with values in $X$ and distribution $\mu$. The random variables $S=\xi+\eta$ and $D=(\xi-\eta)^2$ are independent if and only if $\mu$ is an idempotent distribution. A similar result is also proved in the case when $\xi$ and $\eta$ are independent identically distributed random variables with values in the field of $p$-adic numbers $\mathbf{Q}_p$, where $p>2$, assuming that the distribution $\mu$ has a continuous density.
[{'version': 'v1', 'created': 'Wed, 25 Nov 2015 06:46:12 GMT'}]
2015-11-26
[array(['Feldman', 'G. M.', ''], dtype=object) array(['Myronyuk', 'M. V.', ''], dtype=object)]
924
2202.07499
Manashi Chakraborty
Manashi Chakraborty, Aritri Chakraborty, Prabir Kumar Biswas, Pabitra Mitra
Texture Aware Autoencoder Pre-training And Pairwise Learning Refinement For Improved Iris Recognition
null
null
null
null
cs.CV
http://creativecommons.org/licenses/by-nc-sa/4.0/
This paper presents a texture aware end-to-end trainable iris recognition system, specifically designed for datasets like iris having limited training data. We build upon our previous stagewise learning framework with certain key optimization and architectural innovations. First, we pretrain a Stage-1 encoder network with an unsupervised autoencoder learning optimized with an additional data relation loss on top of usual reconstruction loss. The data relation loss enables learning better texture representation which is pivotal for a texture rich dataset such as iris. Robustness of Stage-1 feature representation is further enhanced with an auxiliary denoising task. Such pre-training proves beneficial for effectively training deep networks on data constrained iris datasets. Next, in Stage-2 supervised refinement, we design a pairwise learning architecture for an end-to-end trainable iris recognition system. The pairwise learning includes the task of iris matching inside the training pipeline itself and results in significant improvement in recognition performance compared to usual offline matching. We validate our model across three publicly available iris datasets and the proposed model consistently outperforms both traditional and deep learning baselines for both Within-Dataset and Cross-Dataset configurations
[{'version': 'v1', 'created': 'Tue, 15 Feb 2022 15:12:31 GMT'}]
2022-02-16
[array(['Chakraborty', 'Manashi', ''], dtype=object) array(['Chakraborty', 'Aritri', ''], dtype=object) array(['Biswas', 'Prabir Kumar', ''], dtype=object) array(['Mitra', 'Pabitra', ''], dtype=object)]
925
hep-th/0604146
Andrzej Borowiec
A. Borowiec, J. Lukierski and V.N. Tolstoy
Jordanian Twist Quantization of D=4 Lorentz and Poincare Algebras and D=3 Contraction Limit
13 pages, no figures
Eur.Phys.J.C48:633-639,2006
10.1140/epjc/s10052-006-0024-6
null
hep-th
null
We describe in detail two-parameter nonstandard quantum deformation of D=4 Lorentz algebra $\mathfrak{o}(3,1)$, linked with Jordanian deformation of $\mathfrak{sl} (2;\mathbb{C})$. Using twist quantization technique we obtain the explicit formulae for the deformed coproducts and antipodes. Further extending the considered deformation to the D=4 Poincar\'{e} algebra we obtain a new Hopf-algebraic deformation of four-dimensional relativistic symmetries with dimensionless deformation parameter. Finally, we interpret $\mathfrak{o}(3,1)$ as the D=3 de-Sitter algebra and calculate the contraction limit $R\to\infty$ ($R$ -- de-Sitter radius) providing explicit Hopf algebra structure for the quantum deformation of the D=3 Poincar\'{e} algebra (with masslike deformation parameters), which is the two-parameter light-cone $\kappa$-deformation of the D=3 Poincar\'{e} symmetry.
[{'version': 'v1', 'created': 'Thu, 20 Apr 2006 17:40:58 GMT'}]
2008-11-26
[array(['Borowiec', 'A.', ''], dtype=object) array(['Lukierski', 'J.', ''], dtype=object) array(['Tolstoy', 'V. N.', ''], dtype=object)]
926
1909.10416
Chih-Hsuan Wei
Chih-Hsuan Wei, Kyubum Lee, Robert Leaman, Zhiyong Lu
Biomedical Mention Disambiguation using a Deep Learning Approach
null
null
null
null
cs.CL
http://creativecommons.org/publicdomain/zero/1.0/
Automatically locating named entities in natural language text - named entity recognition - is an important task in the biomedical domain. Many named entity mentions are ambiguous between several bioconcept types, however, causing text spans to be annotated as more than one type when simultaneously recognizing multiple entity types. The straightforward solution is a rule-based approach applying a priority order based on the precision of each entity tagger (from highest to lowest). While this method is straightforward and useful, imprecise disambiguation remains a significant source of error. We address this issue by generating a partially labeled corpus of ambiguous concept mentions. We first collect named entity mentions from multiple human-curated databases (e.g. CTDbase, gene2pubmed), then correlate them with the text mined span from PubTator to provide the context where the mention appears. Our corpus contains more than 3 million concept mentions that ambiguous between one or more concept types in PubTator (about 3% of all mentions). We approached this task as a classification problem and developed a deep learning-based method which uses the semantics of the span being classified and the surrounding words to identify the most likely bioconcept type. More specifically, we develop a convolutional neural network (CNN) and along short-term memory (LSTM) network to respectively handle the semantic syntax features, then concatenate these within a fully connected layer for final classification. The priority ordering rule-based approach demonstrated F1-scores of 71.29% (micro-averaged) and 41.19% (macro-averaged), while the new disambiguation method demonstrated F1-scores of 91.94% (micro-averaged) and 85.42% (macro-averaged), a very substantial increase.
[{'version': 'v1', 'created': 'Mon, 23 Sep 2019 15:14:56 GMT'}]
2019-09-24
[array(['Wei', 'Chih-Hsuan', ''], dtype=object) array(['Lee', 'Kyubum', ''], dtype=object) array(['Leaman', 'Robert', ''], dtype=object) array(['Lu', 'Zhiyong', ''], dtype=object)]
927
physics/0310093
Giulio Ruffini
O. Germain, G. Ruffini, F. Soulat, M. Caparrini, B. Chapron and P. Silvestrin
The GNSS-R Eddy Experiment II: L-band and Optical Speculometry for Directional Sea-Roughness Retrieval from Low Altitude Aircraft
Proceedings from the 2003 Workshop on Oceanography with GNSS Reflections, Barcelona, Spain, 2003
null
null
Paper #12
physics.ao-ph physics.geo-ph
null
We report on the retrieval of directional sea-roughness (the full directional mean square slope, including MSS, direction and isotropy) through inversion of Global Navigation Satellite System Reflections (GNSS-R) and SOlar REflectance Speculometry (SORES)data collected during an experimental flight at 1000 m. The emphasis is on the utilization of the entire Delay-Doppler Map (for GNSS-R) or Tilt Azimuth Map (for SORES) in order to infer these directional parameters. Obtained estimations are analyzed and compared to Jason-1 measurements and the ECMWF numerical weather model.
[{'version': 'v1', 'created': 'Mon, 20 Oct 2003 09:10:33 GMT'}]
2007-05-23
[array(['Germain', 'O.', ''], dtype=object) array(['Ruffini', 'G.', ''], dtype=object) array(['Soulat', 'F.', ''], dtype=object) array(['Caparrini', 'M.', ''], dtype=object) array(['Chapron', 'B.', ''], dtype=object) array(['Silvestrin', 'P.', ''], dtype=object)]
928
1203.4412
Igor Strakovsky
W. Chen (Duke U.), H. Gao (Duke U.), W. J. Briscoe (GW), D. Dutta (MSU), A. E. Kudryavtsev (ITEP/GW), M. Mirazita (INFN), M. Paris (LANL), P. Rossi (INFN), S. Stepanyan (JLab), I. I. Strakovsky (GW), V. E. Tarasov (ITEP), and R. L. Workman (GW)
Amplitude analysis of gamma n --> pi- p data above 1 GeV
11 pages, 7 figures, 2 tables
null
10.1103/PhysRevC.86.015206
null
hep-ph hep-ex nucl-ex nucl-th
http://creativecommons.org/licenses/by/3.0/
We report a new extraction of nucleon resonance couplings using pi- photoproduction cross sections on the neutron. The world database for the process gamma n --> pi- p above 1 GeV has quadrupled with the addition of new differential cross sections from the CEBAF Large Acceptance Spectrometer (CLAS) at Jefferson Lab in Hall B. Differential cross sections from CLAS have been improved with a new final-state interaction determination using a diagramatic technique taking into account the NN and piN final-state interaction amplitudes. Resonance couplings have been extracted and compared to previous determinations. With the addition of these new cross sections, significant changes are seen in the high-energy behavior of the SAID cross sections and amplitudes.
[{'version': 'v1', 'created': 'Tue, 20 Mar 2012 12:44:05 GMT'} {'version': 'v2', 'created': 'Sun, 1 Apr 2012 18:28:00 GMT'}]
2013-05-30
[array(['Chen', 'W.', '', 'Duke U.'], dtype=object) array(['Gao', 'H.', '', 'Duke U.'], dtype=object) array(['Briscoe', 'W. J.', '', 'GW'], dtype=object) array(['Dutta', 'D.', '', 'MSU'], dtype=object) array(['Kudryavtsev', 'A. E.', '', 'ITEP/GW'], dtype=object) array(['Mirazita', 'M.', '', 'INFN'], dtype=object) array(['Paris', 'M.', '', 'LANL'], dtype=object) array(['Rossi', 'P.', '', 'INFN'], dtype=object) array(['Stepanyan', 'S.', '', 'JLab'], dtype=object) array(['Strakovsky', 'I. I.', '', 'GW'], dtype=object) array(['Tarasov', 'V. E.', '', 'ITEP'], dtype=object) array(['Workman', 'R. L.', '', 'GW'], dtype=object)]
929
1903.04308
Momen Diab
Momen Diab (1) and Stefano Minardi (2) ((1) Leibniz-Institute for Astrophysics Potsdam, Potsdam, Germany, (2) LASOS GmbH, Jena, Germany)
Modal analysis using photonic lanterns coupled to arrays of waveguides
5 pages, 4 figures, to be published in Optics Letters
Opt. Lett. 44, 1718-1721 (2019)
null
null
physics.optics astro-ph.IM
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We present a new concept of an integrated optics component capable of measuring the complex amplitudes of the modes at the tip of a multimode waveguide. The device uses a photonic lantern to split the optical power carried by an $N$-modes waveguide among a collection of single-mode waveguides that excite a periodic array of at least $N^2$ single-mode evanescently-coupled waveguides. The power detected at each output of the array is a linear combination of the products of the modal amplitudes-a relation that can, under suitable conditions, be inverted allowing the derivation of the amplitudes and relative phases of the modal mixture at the input. The expected performance of the device is discussed and its application to the real-time measurement of modal instability in high power fiber lasers is proposed.
[{'version': 'v1', 'created': 'Mon, 11 Mar 2019 14:05:53 GMT'} {'version': 'v2', 'created': 'Tue, 12 Mar 2019 12:10:15 GMT'}]
2021-03-30
[array(['Diab', 'Momen', ''], dtype=object) array(['Minardi', 'Stefano', ''], dtype=object)]
930
hep-ph/9502396
Shmuel Gurvitz
S. A. Gurvitz
Confinement and scaling in deep inelastic scattering
Discussion of target mass corrections is added. Accepted for publication in Phys. Rev. D
Phys.Rev. D52 (1995) 1433-1444
10.1103/PhysRevD.52.1433
WIS-95/6/Feb-PH
hep-ph nucl-th
null
We show that parton confinement in the final state generates large $1/Q^2$ corrections to Bjorken scaling, thus leaving less room for the logarithmic corrections. In particular, the $x$-scaling violations at large $x$ are entirely described in terms of power corrections. For treatment of these non-perturbative effects, we derive a new expansion in powers of $1/Q^2$ for the structure function that is free of infra-red singularities and which reduces corrections to the leading term. The leading term represents scattering from an off-mass-shell parton, which keeps the same virtual mass in the final state. It is found that this quasi-free term is a function of a new variable $\bar x$, which coincides with the Bjorken variable $x$ for $Q^2\to\infty$. The two variables are very different, however, at finite $Q^2$. In particular, the variable $\bar x$ depends on the invariant mass of the spectator particles. Analysis of the data at large $x$ shows excellent scaling in the variable $\bar x$, and determines the value of the diquark mass to be close to zero. $\bar x$-scaling allows us to extract the structure function near the elastic threshold. It is found to behave as $F_2\sim (1-x)^{3.7}$. Predictions for the structure functions based on $\bar x$-scaling are made.
[{'version': 'v1', 'created': 'Mon, 27 Feb 1995 16:48:26 GMT'} {'version': 'v2', 'created': 'Tue, 28 Feb 1995 15:40:00 GMT'} {'version': 'v3', 'created': 'Mon, 8 May 1995 12:48:09 GMT'}]
2009-10-28
[array(['Gurvitz', 'S. A.', ''], dtype=object)]
931
1905.06754
Robert Navin PhD
Robert L. Navin
The Schr\"odinger Equation Describes a Particular Quantum Geometry
null
null
null
null
physics.gen-ph quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This paper posits the existence of, and finds a candidate for, a variable change that allows quantum mechanics to be interpreted as quantum geometry. The Bohr model of the Hydrogen atom is thought of in terms of an indeterministic electron position and a deterministic metric and the motivation for this paper is to try to change variables to have a deterministic position and momentum for the electron and nucleus but with an indeterministic (quantum) metric that reproduces the physics of the Bohr model. This mapping is achieved by allowing the metric in the Hamiltonian to be different to the metric in the space-time distance element and then representing the two metrics with vierbeins and assuming they are canonically conjugate variables. Effectively, the usual Schr\"odinger space-time variables have been re-interpreted as four of the potentially sixteen parameters of the metric tensor vierbein in the distance element while the metric tensor vierbein in the Hamiltonian is an operator expressible as first-order derivatives in these variables or vice versa. I then argue that this reproduces observed quantum physics at the sub-atomic level by demonstrating the energy spectrum of electron orbitals is exactly the same as the usual relativistic Bohr model for the Hydrogen atom in a certain limit. Next, by introducing a single dimensionless running coupling that shows up in the analogous place as, but in addition to, Planck's constant in the commutator definition I argue that this allows massive objects to couple to the physical space-time geometry but not massless ones - no matter coupling value. This claim is based on a fit to the Schwarzschild metric with a few simple assumptions and thus obtaining an effective theory of how the quantum geometries at nearby space-time points couple to one another. This demonstrates that this coupling constant is related to Newton's gravitational constant.
[{'version': 'v1', 'created': 'Thu, 2 May 2019 19:27:15 GMT'}]
2019-05-17
[array(['Navin', 'Robert L.', ''], dtype=object)]
932
1402.3412
Paul Boley
Paul A. Boley
Infrared interferometry and the study of massive young stellar objects
15 pages, 5 figures, in Russian; Physics of Space: Proceedings of the 43rd International Scientific Conference for Students in Kourovka, Russia, 2014
null
null
null
astro-ph.SR astro-ph.IM
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
An introduction to the theory and practical aspects of infrared interferometry is given in the context of the study of massive young stellar objects. Basic interferometric concepts, as well as observable quantities and their use, are presented. Recent advancements in interferometric studies of massive young stellar objects are discussed.
[{'version': 'v1', 'created': 'Fri, 14 Feb 2014 09:54:44 GMT'}]
2014-02-17
[array(['Boley', 'Paul A.', ''], dtype=object)]
933
1705.07971
Alina Czajka
Alina Czajka, Sangyong Jeon
The shear and bulk relaxation times from the general correlation functions
4 pages, 2 figures, proceedings of XXVIth International Conference on Ultrarelativistic Nucleus-Nucleus Collisions - Quark Matter 2017
null
10.1016/j.nuclphysa.2017.05.082
null
nucl-th
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper we present two quantum field theoretical analyses on the shear and bulk relaxation times. First, we discuss how to find Kubo formulas for the shear and the bulk relaxation times. Next, we provide results on the shear viscosity relaxation time obtained within the diagrammatic approach for the massless $\lambda\phi^4$ theory.
[{'version': 'v1', 'created': 'Mon, 22 May 2017 19:46:37 GMT'}]
2018-03-14
[array(['Czajka', 'Alina', ''], dtype=object) array(['Jeon', 'Sangyong', ''], dtype=object)]
934
0907.1174
Marcel van Kessel
E.N. Argyres, M.T.M. van Kessel, R.H.P. Kleiss
Quantum Extremism: Effective Potential and Extremal Paths
11 pages, 4 figures
Eur.Phys.J.C65:303-310,2010
10.1140/epjc/s10052-009-1179-8
null
hep-th
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The reality and convexity of the effective potential in quantum field theories has been studied extensively in the context of Euclidean space-time. It has been shown that canonical and path-integral approaches may yield different results, thus resolving the `convexity problem'. We discuss the transferral of these treatments to Minkowskian space-time, which also necessitates a careful discussion of precisely which field configurations give the dominant contributions to the path integral. In particular, we study the effective potential for the N=1 linear sigma model.
[{'version': 'v1', 'created': 'Tue, 7 Jul 2009 09:39:29 GMT'}]
2010-01-06
[array(['Argyres', 'E. N.', ''], dtype=object) array(['van Kessel', 'M. T. M.', ''], dtype=object) array(['Kleiss', 'R. H. P.', ''], dtype=object)]
935
2008.11769
Bi Li
Bi Li, Chengquan Zhang, Zhibin Hong, Xu Tang, Jingtuo Liu, Junyu Han, Errui Ding, Wenyu Liu
Learning Global Structure Consistency for Robust Object Tracking
Accepted by ACM MM 2020
null
null
null
cs.CV
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Fast appearance variations and the distractions of similar objects are two of the most challenging problems in visual object tracking. Unlike many existing trackers that focus on modeling only the target, in this work, we consider the \emph{transient variations of the whole scene}. The key insight is that the object correspondence and spatial layout of the whole scene are consistent (i.e., global structure consistency) in consecutive frames which helps to disambiguate the target from distractors. Moreover, modeling transient variations enables to localize the target under fast variations. Specifically, we propose an effective and efficient short-term model that learns to exploit the global structure consistency in a short time and thus can handle fast variations and distractors. Since short-term modeling falls short of handling occlusion and out of the views, we adopt the long-short term paradigm and use a long-term model that corrects the short-term model when it drifts away from the target or the target is not present. These two components are carefully combined to achieve the balance of stability and plasticity during tracking. We empirically verify that the proposed tracker can tackle the two challenging scenarios and validate it on large scale benchmarks. Remarkably, our tracker improves state-of-the-art-performance on VOT2018 from 0.440 to 0.460, GOT-10k from 0.611 to 0.640, and NFS from 0.619 to 0.629.
[{'version': 'v1', 'created': 'Wed, 26 Aug 2020 19:12:53 GMT'}]
2020-08-28
[array(['Li', 'Bi', ''], dtype=object) array(['Zhang', 'Chengquan', ''], dtype=object) array(['Hong', 'Zhibin', ''], dtype=object) array(['Tang', 'Xu', ''], dtype=object) array(['Liu', 'Jingtuo', ''], dtype=object) array(['Han', 'Junyu', ''], dtype=object) array(['Ding', 'Errui', ''], dtype=object) array(['Liu', 'Wenyu', ''], dtype=object)]
936
2008.02539
Stefano Zippilli
Stefano Zippilli, David Vitali
Dissipative engineering of Gaussian entangled states in harmonic lattices with a single-site squeezed reservoir
typos corrected
Phys. Rev. Lett. 126, 020402 (2021)
10.1103/PhysRevLett.126.020402
null
quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We study the dissipative preparation of many-body entangled Gaussian states in bosonic lattice models which could be relevant for quantum technology applications. We assume minimal resources, represented by systems described by particle-conserving quadratic Hamiltonians, with a single localized squeezed reservoir. We show that in this way it is possible to prepare, in the steady state, the wide class of pure states which can be generated by applying a generic passive Gaussian transformation on a set of equally squeezed modes. This includes non-trivial multipartite entangled states such as cluster states suitable for measurement-based quantum computation.
[{'version': 'v1', 'created': 'Thu, 6 Aug 2020 09:36:06 GMT'} {'version': 'v2', 'created': 'Fri, 8 Jan 2021 22:56:22 GMT'} {'version': 'v3', 'created': 'Wed, 3 Mar 2021 11:59:20 GMT'}]
2021-03-04
[array(['Zippilli', 'Stefano', ''], dtype=object) array(['Vitali', 'David', ''], dtype=object)]
937
1511.05587
Zbigniew Lipi\'nski
Zbigniew Lipi\'nski
Maximum lifetime broadcasting problem in sensor networks
11 pages, 3 figures
null
null
null
cs.NI
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We solve the maximum lifetime problem for the point-to-point and point-to-multipoint broadcast data transmission in one dimensional regular sensor network. Based on the analytical solution of the problem for one dimension we propose an algorithm solving the maximum lifetime broadcasting problem for point-to-point data transmission for any dimension.
[{'version': 'v1', 'created': 'Tue, 17 Nov 2015 21:19:52 GMT'}]
2015-11-19
[array(['Lipiński', 'Zbigniew', ''], dtype=object)]
938
2004.11898
Nathaniel Bastian PhD
Elie Alhajjar and Paul Maxwell and Nathaniel D. Bastian
Adversarial Machine Learning in Network Intrusion Detection Systems
25 pages, 6 figures, 4 tables
null
null
null
cs.CR cs.LG cs.NE stat.ML
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Adversarial examples are inputs to a machine learning system intentionally crafted by an attacker to fool the model into producing an incorrect output. These examples have achieved a great deal of success in several domains such as image recognition, speech recognition and spam detection. In this paper, we study the nature of the adversarial problem in Network Intrusion Detection Systems (NIDS). We focus on the attack perspective, which includes techniques to generate adversarial examples capable of evading a variety of machine learning models. More specifically, we explore the use of evolutionary computation (particle swarm optimization and genetic algorithm) and deep learning (generative adversarial networks) as tools for adversarial example generation. To assess the performance of these algorithms in evading a NIDS, we apply them to two publicly available data sets, namely the NSL-KDD and UNSW-NB15, and we contrast them to a baseline perturbation method: Monte Carlo simulation. The results show that our adversarial example generation techniques cause high misclassification rates in eleven different machine learning models, along with a voting classifier. Our work highlights the vulnerability of machine learning based NIDS in the face of adversarial perturbation.
[{'version': 'v1', 'created': 'Thu, 23 Apr 2020 19:47:43 GMT'}]
2020-04-28
[array(['Alhajjar', 'Elie', ''], dtype=object) array(['Maxwell', 'Paul', ''], dtype=object) array(['Bastian', 'Nathaniel D.', ''], dtype=object)]
939
astro-ph/9712360
Jonathan E. Grindlay
Jonathan E. Grindlay
Surveying the Hard X-ray Sky: Imaging in Space and Time
4 pages lates (uses an98-art.sty, an96-post.sty, epsf.sty) plus 2 postscript figures
null
10.1002/asna.2123190160
invited talk presented at Potsdam Workshop on X-ray Surveys; to be published in Astron. Nachr., vol. 319 (1998)
astro-ph
null
One of the few remaining astronomical bands (factor of $\sim$10 in energy range) still without an all-sky imaging survey is the hard x-ray band (10-600 keV). This is in spite of sensitive imaging all-sky surveys already conducted at soft x-ray energies (0.2-2 keV; ROSAT) and soft/hard $\gamma$-ray ($\sim$750 keV - 10 GeV; COMPTEL/EGRET) energies and imminent for medium x-ray energies (2- 10 keV; ABRIXAS). A Hard x-ray imaging survey conducted with wide-field coded aperture telescopes allows both high sensitivity (and spatial/spectral resolution) and broad temporal coverage. We derive a generalized survey sensitivity/temporal parameter, Q, and compare previous and planned hard x-ray surveys with the proposed EXIST mission. Key scientific objectives that could be addressed with the enhanced capability of EXIST are outlined.
[{'version': 'v1', 'created': 'Thu, 1 Jan 1998 00:41:02 GMT'}]
2015-06-24
[array(['Grindlay', 'Jonathan E.', ''], dtype=object)]
940
0805.2606
Finn Ravndal
Finn Ravndal
Electromagnetic energy-momentum tensors in media
12 pages, LaTeX; minor text improvements
null
null
null
hep-ph physics.hist-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
It is pointed out that the previous energy-momentum tensors of Minkowski and Abraham for the electromagnetic field in continuous media are based on a covariant formulation which does not reflect a symmetry inherent to the system. Instead, taking into account the intrinsic invariance under Lorentz transformations involving the reduced speed of light in such a medium, a compact and fully consistent theory can be formulated without the old problems.
[{'version': 'v1', 'created': 'Fri, 16 May 2008 19:24:09 GMT'} {'version': 'v2', 'created': 'Tue, 30 Sep 2008 13:57:44 GMT'}]
2008-09-30
[array(['Ravndal', 'Finn', ''], dtype=object)]
941
1608.01209
Luca Guido Molinari
Carlo Alberto Mantica and Luca Guido Molinari
On the Weyl and Ricci tensors of Generalized Robertson-Walker space-times
6 pages
J. Math. Phys. 57, 102502 (2016)
10.1063/1.4965714
null
math-ph gr-qc math.DG math.MP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We prove theorems about the Ricci and the Weyl tensors on generalized Robertson-Walker space-times of dimension $n\ge 3$. In particular, we show that the concircular vector introduced by Chen decomposes the Ricci tensor as a perfect fluid term plus a term linear in the contracted Weyl tensor. The Weyl tensor is harmonic if and only if it is annihilated by Chen's vector, and any of the two conditions is necessary and sufficient for the GRW space-time to be a quasi-Einstein (perfect fluid) manifold. Finally, the general structure of the Riemann tensor for Robertson-Walker space-times is given, in terms of Chen's vector. A GRW space-time in n = 4 with null conformal divergence is a Robertson-Walker space-time.
[{'version': 'v1', 'created': 'Wed, 3 Aug 2016 14:52:38 GMT'}]
2016-10-24
[array(['Mantica', 'Carlo Alberto', ''], dtype=object) array(['Molinari', 'Luca Guido', ''], dtype=object)]
942
1110.3947
Philipp Hoehn
Philipp A. Hoehn
Canonical formalism for simplicial gravity
4 pages, 5 figures, based on a talk given at Loops '11 in Madrid, to appear in Journal of Physics: Conference Series (JPCS)
null
10.1088/1742-6596/360/1/012047
null
gr-qc
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We summarise a recently introduced general canonical formulation of discrete systems which is fully equivalent to the covariant formalism. This framework can handle varying phase space dimensions and is applied to simplicial gravity in particular.
[{'version': 'v1', 'created': 'Tue, 18 Oct 2011 12:03:51 GMT'}]
2015-05-30
[array(['Hoehn', 'Philipp A.', ''], dtype=object)]
943
2110.02184
Rongyan Chen
J. L. Liu, R. Liu, M. Yang, L. Y. Cao, B. X. Gao, L. Wang, A. F. Fang, Y. G. Shi, Z. P. Yin, and R. Y. Chen
Revealing a charge-density-wave gap in the predicted weak topological insulator HoSbTe
null
Phys. Rev. B 105, 075111 (2022)
10.1103/PhysRevB.105.075111
null
cond-mat.str-el
http://creativecommons.org/licenses/by/4.0/
HoSbTe was predicted to be a weak topological insulator, whose spin-orbit coupling (SOC) gaps are reported to be as large as hundreds of meV. Utilizing infrared spectroscopy, we find that the compound is of metallic nature from 350 K down to 10 K. Particularly, both of its itinerant carrier density and scattering rate are demonstrated to decrease with temperature cooling, which is responsible for the appearance of a broad hump feature in the temperature dependent resistivity around 200 K. More importantly, we reveal the appearance of a charge density wave (CDW) gap in addition to the SOC related gap. The energy scale of the CDW gap is identified to be 364 meV at 10 K, which shift to 252 meV at 350 K. The coexistence of CDW and SOC gaps in the same compound paves a new avenue to explore more intriguing physics.
[{'version': 'v1', 'created': 'Tue, 5 Oct 2021 17:23:29 GMT'}]
2022-06-15
[array(['Liu', 'J. L.', ''], dtype=object) array(['Liu', 'R.', ''], dtype=object) array(['Yang', 'M.', ''], dtype=object) array(['Cao', 'L. Y.', ''], dtype=object) array(['Gao', 'B. X.', ''], dtype=object) array(['Wang', 'L.', ''], dtype=object) array(['Fang', 'A. F.', ''], dtype=object) array(['Shi', 'Y. G.', ''], dtype=object) array(['Yin', 'Z. P.', ''], dtype=object) array(['Chen', 'R. Y.', ''], dtype=object)]
944
2110.15648
Gianluca Crippa
Gianluca Crippa and Giorgio Stefani
An elementary proof of existence and uniqueness for the Euler flow in localized Yudovich spaces
28 pages
null
null
null
math.AP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We revisit Yudovich's well-posedness result for the $2$-dimensional Euler equations for an inviscid incompressible fluid on either a sufficiently regular (not necessarily bounded) open set $\Omega\subset\mathbb{R}^2$ or on the torus $\Omega=\mathbb{T}^2$. We construct global-in-time weak solutions with vorticity in $L^1\cap L^p_{\mathrm{ul}}$ and in $L^1\cap Y^\Theta_{\mathrm{ul}}$, where $L^p_{\mathrm{ul}}$ and $Y^\Theta_{\mathrm{ul}}$ are suitable uniformly-localized versions of the Lebesgue space $L^p$ and of the Yudovich space $Y^\Theta$ respectively, with no condition at infinity for the growth function $\Theta$. We also provide an explicit modulus of continuity for the velocity depending on the growth function $\Theta$. We prove uniqueness of weak solutions in $L^1\cap Y^\Theta_{\mathrm{ul}}$ under the assumption that $\Theta$ grows moderately at infinity. In contrast to Yudovich's energy method, we employ a Lagrangian strategy to show uniqueness. Our entire argument relies on elementary real-variable techniques, with no use of either Sobolev spaces, Calder\'on-Zygmund theory or Littlewood-Paley decomposition, and actually applies not only to the Biot-Savart law, but also to more general operators whose kernels obey some natural structural assumptions.
[{'version': 'v1', 'created': 'Fri, 29 Oct 2021 09:45:27 GMT'} {'version': 'v2', 'created': 'Wed, 15 Dec 2021 10:51:45 GMT'} {'version': 'v3', 'created': 'Thu, 11 May 2023 08:39:38 GMT'}]
2023-05-12
[array(['Crippa', 'Gianluca', ''], dtype=object) array(['Stefani', 'Giorgio', ''], dtype=object)]
945
1801.07244
Marius Nann
M. Nann, L. G. Cohen, L. Deecke, S. R. Soekadar
To jump or not to jump: The Bereitschaftspotential required to jump into 192-meter abyss
null
null
null
null
q-bio.NC
http://creativecommons.org/licenses/by/4.0/
Self-initiated voluntary acts, such as pressing a button, are preceded by a negative electrical brain potential, the Bereitschaftspotential (BP), that can be recorded over the human scalp using electroencephalography (EEG). Up to now, the BP required to initiate voluntary acts has only been recorded under well-controlled laboratory conditions. It is thus not known if this form of brain activity also underlies motor initiation in possible life-threatening decision making, such as jumping into a 192-meter abyss, an act requiring extraordinary willpower. Here, we report BP before self-initiated 192-meter extreme bungee jumping across two semi-professional cliff divers (both male, mean age 19.3 years). We found that the spatiotemporal dynamics of the BP is comparable to that recorded under laboratory conditions. These results, possible through recent advancements in wireless and portable EEG technology, document for the first time pre-movement brain activity preceding possible life-threatening decision making.
[{'version': 'v1', 'created': 'Mon, 22 Jan 2018 18:59:37 GMT'}]
2018-01-23
[array(['Nann', 'M.', ''], dtype=object) array(['Cohen', 'L. G.', ''], dtype=object) array(['Deecke', 'L.', ''], dtype=object) array(['Soekadar', 'S. R.', ''], dtype=object)]
946
0905.3019
Eckhard Hitzer
Eckhard Hitzer, Rafal Ablamowicz
Geometric Roots of -1 in Clifford Algebras $\G_{p,q}$ with $p+q \leq 4$
25 pages, detailed calculations, first presented at ICCA8, Las Campinas, Brazil
null
null
TTU, Dep. of Mathematics, Tech. Rep. 2009-3
math.RA math.CV
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
It is known that Clifford (geometric) algebra offers a geometric interpretation for square roots of -1 in the form of blades that square to minus 1. This extends to a geometric interpretation of quaternions as the side face bivectors of a unit cube. Research has been done [S. J. Sangwine, Biquaternion (Complexified Quaternion) Roots of -1, Adv. Appl. Cliford Alg. 16(1), pp. 63-68, 2006.] on the biquaternion roots of -1, abandoning the restriction to blades. Biquaternions are isomorphic to the Clifford (geometric) algebra $Cl_{3}$ of $\R^3$. All these roots of -1 find immediate applications in the construction of new types of geometric Clifford Fourier transformations. We now extend this research to general algebras $Cl_{p,q}$. We fully derive the geometric roots of -1 for the Clifford (geometric) algebras with $p+q \leq 4$.
[{'version': 'v1', 'created': 'Tue, 19 May 2009 04:32:11 GMT'}]
2009-05-20
[array(['Hitzer', 'Eckhard', ''], dtype=object) array(['Ablamowicz', 'Rafal', ''], dtype=object)]
947
math/0108116
Siddhartha Gadgil
Siddhartha Gadgil (SUNY Stony Brook), Gadde A. Swarup (University of Melbourne)
A proof of a homeomorphism theorem of Waldhausen
2 pages
null
null
null
math.GT
null
We give a short proof of Waldhausen's homeomorphism theorem for orientable Haken 3-manifolds.
[{'version': 'v1', 'created': 'Fri, 17 Aug 2001 00:21:50 GMT'}]
2007-05-23
[array(['Gadgil', 'Siddhartha', '', 'SUNY Stony Brook'], dtype=object) array(['Swarup', 'Gadde A.', '', 'University of\n Melbourne'], dtype=object) ]
948
1103.5913
Stephane Girard
St\'ephane Girard and Anatoli Iouditski and Alexander Nazin
Linear programming problems for l_1- optimal frontier estimation
null
S. Girard, A. Iouditski & A. Nazin. "L1-optimal frontier estimation via linear programming", Automation and Remote Control, 66(12), 2000-2018, 2005
null
null
stat.ME
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We propose new optimal estimators for the Lipschitz frontier of a set of points. They are defined as kernel estimators being sufficiently regular, covering all the points and whose associated support is of smallest surface. The estimators are written as linear combinations of kernel functions applied to the points of the sample. The coefficients of the linear combination are then computed by solving related linear programming problem. The L_1 error between the estimated and the true frontier function with a known Lipschitz constant is shown to be almost surely converging to zero, and the rate of convergence is proved to be optimal.
[{'version': 'v1', 'created': 'Wed, 30 Mar 2011 13:11:12 GMT'}]
2011-03-31
[array(['Girard', 'Stéphane', ''], dtype=object) array(['Iouditski', 'Anatoli', ''], dtype=object) array(['Nazin', 'Alexander', ''], dtype=object)]
949
0902.3442
Matthew McQuinn
Matthew McQuinn (Harvard/CFA), Joshua S. Bloom (UC Berkeley), Jonathan Grindlay (Harvard/CFA), David Band (GSFC), S.D. Barthelmy (GSFC), E. Berger (Harvard-CfA), A. Corsi (INAF-Roma), S. Covino (INAF-Brera), G.J. Fishman (MSFC), Steven R. Furlanetto (UCLA), Neil Gehrels (GSFC), D.H. Hartmann (Clemson), Chryssa Kouveliotou (MSFC), A.S. Kutyrev (GSFC), Abraham Loeb (Harvard/CfA), S. Harvey Moseley (GSFC), Tsvi Piran (Racah Inst.), L. Piro (INAF-Rome), J.X. Prochaska (UCSC), R. Salvaterra (INAF-Brera), P. Schady (University College London-MSSL), A. M. Soderberg (Harvard-CFA), G. Tagliaferri (INAF-Brera)
In Situ Probes of the First Galaxies and Reionization: Gamma-ray Bursts
8 pages, 3 figures, science white paper submitted to the US Astro2010 Decadal Survey
null
null
null
astro-ph.CO astro-ph.SR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The first structures in the Universe formed at z>7, at higher redshift than all currently known galaxies. Since GRBs are brighter than other cosmological sources at high redshift and exhibit simple power-law afterglow spectra that is ideal for absorption studies, they serve as powerful tools for studying the early universe. New facilities planned for the coming decade will be able to obtain a large sample of high-redshift GRBs. Such a sample would constrain the nature of the first stars, galaxies, and the reionization history of the Universe.
[{'version': 'v1', 'created': 'Thu, 19 Feb 2009 19:38:38 GMT'}]
2009-02-20
[array(['McQuinn', 'Matthew', '', 'Harvard/CFA'], dtype=object) array(['Bloom', 'Joshua S.', '', 'UC Berkeley'], dtype=object) array(['Grindlay', 'Jonathan', '', 'Harvard/CFA'], dtype=object) array(['Band', 'David', '', 'GSFC'], dtype=object) array(['Barthelmy', 'S. D.', '', 'GSFC'], dtype=object) array(['Berger', 'E.', '', 'Harvard-CfA'], dtype=object) array(['Corsi', 'A.', '', 'INAF-Roma'], dtype=object) array(['Covino', 'S.', '', 'INAF-Brera'], dtype=object) array(['Fishman', 'G. J.', '', 'MSFC'], dtype=object) array(['Furlanetto', 'Steven R.', '', 'UCLA'], dtype=object) array(['Gehrels', 'Neil', '', 'GSFC'], dtype=object) array(['Hartmann', 'D. H.', '', 'Clemson'], dtype=object) array(['Kouveliotou', 'Chryssa', '', 'MSFC'], dtype=object) array(['Kutyrev', 'A. S.', '', 'GSFC'], dtype=object) array(['Loeb', 'Abraham', '', 'Harvard/CfA'], dtype=object) array(['Moseley', 'S. Harvey', '', 'GSFC'], dtype=object) array(['Piran', 'Tsvi', '', 'Racah Inst.'], dtype=object) array(['Piro', 'L.', '', 'INAF-Rome'], dtype=object) array(['Prochaska', 'J. X.', '', 'UCSC'], dtype=object) array(['Salvaterra', 'R.', '', 'INAF-Brera'], dtype=object) array(['Schady', 'P.', '', 'University College London-MSSL'], dtype=object) array(['Soderberg', 'A. M.', '', 'Harvard-CFA'], dtype=object) array(['Tagliaferri', 'G.', '', 'INAF-Brera'], dtype=object)]
950
2208.12545
Guanzhou Ke
Guanzhou Ke, Yongqi Zhu, Yang Yu
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion
8 pages, 3 figures
ICDM 2022 workshop
10.1109/ICDMW58026.2022.00068
null
cs.CV
http://creativecommons.org/licenses/by/4.0/
Multi-view representation learning is essential for many multi-view tasks, such as clustering and classification. However, there are two challenging problems plaguing the community: i)how to learn robust multi-view representation from mass unlabeled data and ii) how to balance the view consistency and the view specificity. To this end, in this paper, we proposed a hybrid contrastive fusion algorithm to extract robust view-common representation from unlabeled data. Specifically, we found that introducing an additional representation space and aligning representations on this space enables the model to learn robust view-common representations. At the same time, we designed an asymmetric contrastive strategy to ensure that the model does not obtain trivial solutions. Experimental results demonstrated that the proposed method outperforms 12 competitive multi-view methods on four real-world datasets in terms of clustering and classification. Our source code will be available soon at \url{https://github.com/guanzhou-ke/mori-ran}.
[{'version': 'v1', 'created': 'Fri, 26 Aug 2022 09:58:37 GMT'} {'version': 'v2', 'created': 'Tue, 30 Aug 2022 08:54:35 GMT'}]
2023-02-28
[array(['Ke', 'Guanzhou', ''], dtype=object) array(['Zhu', 'Yongqi', ''], dtype=object) array(['Yu', 'Yang', ''], dtype=object)]
951
1802.01811
Jian-Hua Jiang
Fei-Fei Li, Hai-Xiao Wang, Zhan Xiong, Qun Lou, Ping Chen, Rui-Xin Wu, Yin Poo, Jian-Hua Jiang, Sajeev John
Topological light-trapping on a dislocation
null
Nature Communications 9, 2462 (2018)
10.1038/s41467-018-04861-x
null
physics.optics cond-mat.mtrl-sci
http://creativecommons.org/licenses/by-nc-sa/4.0/
Topology has been revealed to play a fundamental role in physics in the past decades. Topological insulators have unconventional gapless edge states where disorder-induced back-scattering is suppressed. In photonics, such edge states lead to unidirectional waveguides which are useful for integrated photonic chips. Cavity modes, another type of fundamental components in photonic chips, however, are not protected by band topology because of their lower dimensions. Here we demonstrate that concurrent wavevector-space and real-space topology, dubbed as the "dual-topology", can lead to light-trapping in lower-dimensions. The resultant photonic bound state emerges as a Jackiw-Rebbi soliton mode localized on a dislocation in a two-dimensional (2D) photonic crystal, as predicted theoretically and discovered experimentally. Such a strongly-confined 0D localized mode, which is solely due to the topological mechanism, is found to be robust against perturbations. Our study unveils a new mechanism for topological light-trapping in lower-dimensions, which is valuable for fundamental physics and a variety of applications in photonics.
[{'version': 'v1', 'created': 'Tue, 6 Feb 2018 06:15:02 GMT'}]
2018-07-04
[array(['Li', 'Fei-Fei', ''], dtype=object) array(['Wang', 'Hai-Xiao', ''], dtype=object) array(['Xiong', 'Zhan', ''], dtype=object) array(['Lou', 'Qun', ''], dtype=object) array(['Chen', 'Ping', ''], dtype=object) array(['Wu', 'Rui-Xin', ''], dtype=object) array(['Poo', 'Yin', ''], dtype=object) array(['Jiang', 'Jian-Hua', ''], dtype=object) array(['John', 'Sajeev', ''], dtype=object)]
952
2011.13065
Elio Marconi
Elio Marconi
Rectifiability of entropy defect measures in a micromagnetics model
null
null
10.1515/acv-2021-0012
null
math.AP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We study the fine properties of a class of weak solutions $u$ of the eikonal equation arising as asymptotic domain of a family of energy functionals introduced in (Rivi\`ere T, Serfaty S. Limiting domain wall energy for a problem related to micromagnetics. Comm Pure Appl Math 2001; 54(3):294-338). In particular we prove that the entropy defect measure associated to $u$ is concentrated on a 1-rectifiable set, which detects the jump-type discontinuities of $u$.
[{'version': 'v1', 'created': 'Wed, 25 Nov 2020 23:40:29 GMT'}]
2021-12-20
[array(['Marconi', 'Elio', ''], dtype=object)]
953
1912.02253
Alexander Rothkopf
Alexander Rothkopf
Heavy Quarkonium in Extreme Conditions
129 pages, 55 figures, submitted to Physics Reports on July 23rd 2019
null
10.1016/j.physrep.2020.02.006
null
hep-ph hep-lat nucl-th
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this report we review recent progress achieved in the understanding of heavy quarkonium under extreme conditions from a theory perspective. Its focus lies both on quarkonium properties in thermal equilibrium, as well as recent developments towards a genuine real-time description, valid also out-of-equilibrium. We will give an overview of the theory tools developed and deployed over the last decade, including effective field theories, lattice field theory simulations, modern methods for spectral reconstructions and the the open-quantum systems paradigm. The report will discuss in detail the concept of quarkonium melting, providing the reader with a contemporary perspective. In order to judge where future progress is needed we will also discuss recent results from experiments and phenomenological modeling of quarkonium in relativistic heavy-ion collisions.
[{'version': 'v1', 'created': 'Wed, 4 Dec 2019 21:33:39 GMT'}]
2020-05-20
[array(['Rothkopf', 'Alexander', ''], dtype=object)]
954
2006.04444
Long Zhang
Long Zhang, Brice Morin, Benoit Baudry, and Martin Monperrus
Maximizing Error Injection Realism for Chaos Engineering with System Calls
null
IEEE Transactions on Dependable and Secure Computing, 2021
10.1109/TDSC.2021.3069715
null
cs.SE
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper, we present a novel fault injection framework for system call invocation errors, called Phoebe. Phoebe is unique as follows. First, Phoebe enables developers to have full observability of system call invocations. Second, Phoebe generates error models that are realistic in the sense that they mimic errors that naturally happen in production. Third, Phoebe is able to automatically conduct experiments to systematically assess the reliability of applications with respect to system call invocation errors in production. We evaluate the effectiveness and runtime overhead of Phoebe on two real-world applications in a production environment. The results show that Phoebe successfully generates realistic error models and is able to detect important reliability weaknesses with respect to system call invocation errors. To our knowledge, this novel concept of "realistic error injection", which consists of grounding fault injection on production errors, has never been studied before.
[{'version': 'v1', 'created': 'Mon, 8 Jun 2020 09:59:54 GMT'} {'version': 'v2', 'created': 'Mon, 15 Jun 2020 13:04:33 GMT'} {'version': 'v3', 'created': 'Sat, 5 Sep 2020 14:27:24 GMT'} {'version': 'v4', 'created': 'Tue, 26 Jan 2021 13:42:35 GMT'} {'version': 'v5', 'created': 'Fri, 19 Mar 2021 12:37:46 GMT'} {'version': 'v6', 'created': 'Wed, 31 Mar 2021 11:28:14 GMT'} {'version': 'v7', 'created': 'Fri, 2 Apr 2021 09:29:05 GMT'}]
2021-04-05
[array(['Zhang', 'Long', ''], dtype=object) array(['Morin', 'Brice', ''], dtype=object) array(['Baudry', 'Benoit', ''], dtype=object) array(['Monperrus', 'Martin', ''], dtype=object)]
955
0707.2299
Raul Horvat
Raul Horvat, Diego Pavon
Constraining interacting dark energy models with flux destabilization
12 pages, minor correction, to appear in Physics Letters B
Phys.Lett.B653:373-377,2007
10.1016/j.physletb.2007.07.058
null
gr-qc astro-ph hep-th
null
A destabilization in the transfer energy flux from the vacuum to radiation, for two vacuum decay laws relevant to the dark energy problem, is analyzed using the Landau-Lifshitz fluctuation hydrodynamic theory. Assuming thermal (or near thermal) equilibrium between the vacuum and radiation, at the earliest epoch of the Universe expansion, we show that the law due to renormalization-group running of the cosmological constant term, with parameters chosen not to spoil the primordial nucleosynthesis scenario, does soon drive the flux to fluctuate beyond its statistical average value thereby distorting the cosmic background radiation spectrum beyond observational limits. While the law coming from the saturated holographic dark energy does not lead the flux to wildly fluctuate, a more realistic non--saturated form shows again such anomalous behavior.
[{'version': 'v1', 'created': 'Mon, 16 Jul 2007 10:46:48 GMT'} {'version': 'v2', 'created': 'Tue, 7 Aug 2007 14:31:51 GMT'}]
2008-11-26
[array(['Horvat', 'Raul', ''], dtype=object) array(['Pavon', 'Diego', ''], dtype=object)]
956
2109.08502
Mauro Pastore
Mauro Pastore
Critical properties of the SAT/UNSAT transitions in the classification problem of structured data
20 pages + appendices, 8 figures
J. Stat. Mech. (2021) 113301
10.1088/1742-5468/ac312b
null
cond-mat.dis-nn cond-mat.stat-mech
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The classification problem of structured data can be solved with different strategies: a supervised learning approach, starting from a labeled training set, and an unsupervised learning one, where only the structure of the patterns in the dataset is used to find a classification compatible with it. The two strategies can be interpreted as extreme cases of a semi-supervised approach to learn multi-view data, relevant for applications. In this paper I study the critical properties of the two storage problems associated with these tasks, in the case of the linear binary classification of doublets of points sharing the same label, within replica theory. While the first approach presents a SAT/UNSAT transition in a (marginally) stable replica-symmetric phase, in the second one the satisfiability line lies in a full replica-symmetry-broken phase. A similar behavior in the problem of learning with a margin is also pointed out.
[{'version': 'v1', 'created': 'Fri, 17 Sep 2021 12:27:19 GMT'} {'version': 'v2', 'created': 'Mon, 8 Nov 2021 15:59:31 GMT'}]
2021-11-09
[array(['Pastore', 'Mauro', ''], dtype=object)]
957
1702.04318
Andr\'es Pedroza
Andr\'es Pedroza
Non-Hamiltonian isotopic Lagrangians on the one-point blow-up of CP^2
The article presented a crucial mistake. The corrected version appears in arXiv:1904.04353
null
null
null
math.SG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We show that two Hamiltonian isotopic Lagrangians in (CP^2,\omega_\textup{FS}) induce two Lagrangian submanifolds in the one-point blow-up (\widetilde{CP}^2,\widetilde{\omega}_\rho) that are not Hamiltonian isotopic. Furthermore, we show that for any integer k>1 there are k Hamiltonian isotopic Lagrangians in (CP^2,\omega_\textup{FS}) that induce k Lagrangian submanifolds in the one-point blow-up such that no two of them are Hamiltonian isotopic.
[{'version': 'v1', 'created': 'Tue, 14 Feb 2017 18:12:47 GMT'} {'version': 'v2', 'created': 'Thu, 11 Apr 2019 19:04:50 GMT'}]
2019-04-15
[array(['Pedroza', 'Andrés', ''], dtype=object)]
958
2304.07047
Ciaran Eising
Mena Nagiub, Thorsten Beuth, Ganesh Sistu, Heinrich Gotzig, Ciar \'an Eising
Near Field iToF LIDAR Depth Improvement from Limited Number of Shots
null
Proceedings of the 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)
null
null
cs.RO cs.CV
http://creativecommons.org/licenses/by/4.0/
Indirect Time of Flight LiDARs can indirectly calculate the scene's depth from the phase shift angle between transmitted and received laser signals with amplitudes modulated at a predefined frequency. Unfortunately, this method generates ambiguity in calculated depth when the phase shift angle value exceeds $2\pi$. Current state-of-the-art methods use raw samples generated using two distinct modulation frequencies to overcome this ambiguity problem. However, this comes at the cost of increasing laser components' stress and raising their temperature, which reduces their lifetime and increases power consumption. In our work, we study two different methods to recover the entire depth range of the LiDAR using fewer raw data sample shots from a single modulation frequency with the support of sensor's gray scale output to reduce the laser components' stress and power consumption.
[{'version': 'v1', 'created': 'Fri, 14 Apr 2023 10:44:59 GMT'}]
2023-04-17
[array(['Nagiub', 'Mena', ''], dtype=object) array(['Beuth', 'Thorsten', ''], dtype=object) array(['Sistu', 'Ganesh', ''], dtype=object) array(['Gotzig', 'Heinrich', ''], dtype=object) array(['Eising', 'Ciar án', ''], dtype=object)]
959
2206.04625
Anubhav Bhatti
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition
13 pages, 8 figures
null
null
null
cs.LG cs.CV eess.SP
http://creativecommons.org/licenses/by-sa/4.0/
We propose cross-modal attentive connections, a new dynamic and effective technique for multimodal representation learning from wearable data. Our solution can be integrated into any stage of the pipeline, i.e., after any convolutional layer or block, to create intermediate connections between individual streams responsible for processing each modality. Additionally, our method benefits from two properties. First, it can share information uni-directionally (from one modality to the other) or bi-directionally. Second, it can be integrated into multiple stages at the same time to further allow network gradients to be exchanged in several touch-points. We perform extensive experiments on three public multimodal wearable datasets, WESAD, SWELL-KW, and CASE, and demonstrate that our method can effectively regulate and share information between different modalities to learn better representations. Our experiments further demonstrate that once integrated into simple CNN-based multimodal solutions (2, 3, or 4 modalities), our method can result in superior or competitive performance to state-of-the-art and outperform a variety of baseline uni-modal and classical multimodal methods.
[{'version': 'v1', 'created': 'Thu, 9 Jun 2022 17:18:33 GMT'}]
2022-06-10
[array(['Bhatti', 'Anubhav', ''], dtype=object) array(['Behinaein', 'Behnam', ''], dtype=object) array(['Hungler', 'Paul', ''], dtype=object) array(['Etemad', 'Ali', ''], dtype=object)]
960
1910.07722
Hossein Vahid Alizadeh
Hossein Vahid Alizadeh, Michael G. Fanton, August G. Domel, Gerald Grant, David Benjamin Camarillo
Prevention of Traumatic Brain Injury with Liquid Shock Absorption
null
null
null
null
q-bio.QM
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The discovery that repetitive mild traumatic brain injury (mTBI) can result in chronic traumatic encephalopathy (CTE) in high risk contact sports has led to increased scrutiny of head protective gear. In this work, we asked if it was physically possible to prevent mTBI in American football with helmets alone. Here, we show that modern helmets of several types are unlikely to prevent mTBI from high speed collisions as might be seen in the NFL, but that introducing liquid as an energy absorbing medium can dramatically reduce the forces of impact across a spectrum of impact severities. We hypothesized that a helmet which transmits a nearly constant force during football impacts is sufficient to reduce biomechanical loading in the brain below the threshold of mTBI. To test this hypothesis, we first show that the optimal impact force transmitted to the head, in terms of brain strain, is in fact a constant force profile. Then, to generate a constant force with a helmet, we implement a computational model of a fluid-based shock absorber that adapts passively to any given impact speed. Computer simulation of head impacts with liquid shock absorption indicate that, at the highest impact speed, the average brain tissue strain is reduced by 27.6% $\pm$ 9.3 compared to existing helmet padding that is available on the market. These simulations are based on the NFL's helmet test protocol and predict that adding liquid shock absorbers could reduce the number of concussions by at least 75%. Taken together, these results suggest that the majority of mTBI in football could be prevented with more efficient helmet technology.
[{'version': 'v1', 'created': 'Thu, 17 Oct 2019 05:47:17 GMT'}]
2019-10-18
[array(['Alizadeh', 'Hossein Vahid', ''], dtype=object) array(['Fanton', 'Michael G.', ''], dtype=object) array(['Domel', 'August G.', ''], dtype=object) array(['Grant', 'Gerald', ''], dtype=object) array(['Camarillo', 'David Benjamin', ''], dtype=object)]
961
1007.0861
Jan de Gier
Jan de Gier, Alain Lascoux and Mark Sorrell
Deformed Kazhdan-Lusztig elements and Macdonald polynomials
major revision, 29 pages, 22 eps figures
J. Alg. Comb. Theory A 119 (2012), 183-211
null
null
math.CO math-ph math.MP math.RT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We introduce deformations of Kazhdan-Lusztig elements and specialised nonsymmetric Macdonald polynomials, both of which form a distinguished basis of the polynomial representation of a maximal parabolic subalgebra of the Hecke algebra. We give explicit integral formula for these polynomials, and explicitly describe the transition matrices between classes of polynomials. We further develop a combinatorial interpretation of homogeneous evaluations using an expansion in terms of Schubert polynomials in the deformation parameters.
[{'version': 'v1', 'created': 'Tue, 6 Jul 2010 11:03:53 GMT'} {'version': 'v2', 'created': 'Mon, 6 Jun 2011 12:20:35 GMT'}]
2011-09-07
[array(['de Gier', 'Jan', ''], dtype=object) array(['Lascoux', 'Alain', ''], dtype=object) array(['Sorrell', 'Mark', ''], dtype=object)]
962
1202.4706
Jeongsu Lee
Guilhem Boeris, Jeongsu Lee, Karel Vyborny, and Igor Zutic
Tailoring Chirp in Spin-Lasers
4 pages, 3 figures
Appl. Phys. Lett. 100, 121111 (2012)
10.1063/1.3693168
null
cond-mat.mes-hall cond-mat.other
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The usefulness of semiconductor lasers is often limited by the undesired frequency modulation, or chirp, a direct consequence of the intensity modulation and carrier dependence of the refractive index in the gain medium. In spin-lasers, realized by injecting, optically or electrically, spin-polarized carriers, we elucidate paths to tailoring chirp. We provide a generalized expression for chirp in spin-lasers and introduce modulation schemes that could simultaneously eliminate chirp and enhance the bandwidth, as compared to the conventional (spin-unpolarized) lasers.
[{'version': 'v1', 'created': 'Tue, 21 Feb 2012 17:25:19 GMT'}]
2012-03-22
[array(['Boeris', 'Guilhem', ''], dtype=object) array(['Lee', 'Jeongsu', ''], dtype=object) array(['Vyborny', 'Karel', ''], dtype=object) array(['Zutic', 'Igor', ''], dtype=object)]
963
1502.05184
Manuel Reyes
Miodrag C. Iovanov, Zachary Mesyan, Manuel L. Reyes
Infinite-dimensional diagonalization and semisimplicity
39 pages
Israel Journal of Mathematics, Volume 215 (2016), 801-855
10.1007/s11856-016-1395-5
null
math.RA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We characterize the diagonalizable subalgebras of End(V), the full ring of linear operators on a vector space V over a field, in a manner that directly generalizes the classical theory of diagonalizable algebras of operators on a finite-dimensional vector space. Our characterizations are formulated in terms of a natural topology (the "finite topology") on End(V), which reduces to the discrete topology in the case where V is finite-dimensional. We further investigate when two subalgebras of operators can and cannot be simultaneously diagonalized, as well as the closure of the set of diagonalizable operators within End(V). Motivated by the classical link between diagonalizability and semisimplicity, we also give an infinite-dimensional generalization of the Wedderburn-Artin theorem, providing a number of equivalent characterizations of left pseudocompact, Jacoboson semisimple rings that parallel various characterizations of artinian semisimple rings. This theorem unifies a number of related results in the literature, including the structure of linearly compact, Jacobson semsimple rings and cosemisimple coalgebras over a field.
[{'version': 'v1', 'created': 'Wed, 18 Feb 2015 11:41:59 GMT'} {'version': 'v2', 'created': 'Mon, 5 Oct 2015 20:57:37 GMT'} {'version': 'v3', 'created': 'Fri, 21 Oct 2016 15:51:51 GMT'}]
2016-10-24
[array(['Iovanov', 'Miodrag C.', ''], dtype=object) array(['Mesyan', 'Zachary', ''], dtype=object) array(['Reyes', 'Manuel L.', ''], dtype=object)]
964
1912.09419
Jordi Mur-Petit
Michael Hughes, Matthew D. Frye, Rahul Sawant, Gaurav Bhole, Jonathan A. Jones, Simon L. Cornish, M. R. Tarbutt, Jeremy M. Hutson, Dieter Jaksch, Jordi Mur-Petit
A robust entangling gate for polar molecules using magnetic and microwave fields
13 pages, 5 figures
Phys. Rev. A 101, 062308 (2020)
10.1103/PhysRevA.101.062308
null
quant-ph cond-mat.quant-gas physics.atom-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Polar molecules are an emerging platform for quantum technologies based on their long-range electric dipole-dipole interactions, which open new possibilities for quantum information processing and the quantum simulation of strongly correlated systems. Here, we use magnetic and microwave fields to design a fast entangling gate with $>0.999$ fidelity and which is robust with respect to fluctuations in the trapping and control fields and to small thermal excitations. These results establish the feasibility to build a scalable quantum processor with a broad range of molecular species in optical-lattice and optical-tweezers setups.
[{'version': 'v1', 'created': 'Thu, 19 Dec 2019 17:43:19 GMT'} {'version': 'v2', 'created': 'Fri, 5 Jun 2020 16:43:58 GMT'}]
2020-06-08
[array(['Hughes', 'Michael', ''], dtype=object) array(['Frye', 'Matthew D.', ''], dtype=object) array(['Sawant', 'Rahul', ''], dtype=object) array(['Bhole', 'Gaurav', ''], dtype=object) array(['Jones', 'Jonathan A.', ''], dtype=object) array(['Cornish', 'Simon L.', ''], dtype=object) array(['Tarbutt', 'M. R.', ''], dtype=object) array(['Hutson', 'Jeremy M.', ''], dtype=object) array(['Jaksch', 'Dieter', ''], dtype=object) array(['Mur-Petit', 'Jordi', ''], dtype=object)]
965
2207.00903
Seyyed Mostafa Mousavi Janbeh Sarayi
Seyyed Mostafa Mousavi Janbeh Sarayi and Mansour Nikkhah Bahrami
A Structured Sparse Neural Network and Its Matrix Calculations Algorithm
24 pages, 3 figures
null
null
null
cs.LG cs.NE
http://creativecommons.org/licenses/by/4.0/
Gradient descent optimizations and backpropagation are the most common methods for training neural networks, but they are computationally expensive for real time applications, need high memory resources, and are difficult to converge for many networks and large datasets. [Pseudo]inverse models for training neural network have emerged as powerful tools to overcome these issues. In order to effectively implement these methods, structured pruning maybe be applied to produce sparse neural networks. Although sparse neural networks are efficient in memory usage, most of their algorithms use the same fully loaded matrix calculation methods which are not efficient for sparse matrices. Tridiagonal matrices are one of the frequently used candidates for structuring neural networks, but they are not flexible enough to handle underfitting and overfitting problems as well as generalization properties. In this paper, we introduce a nonsymmetric, tridiagonal matrix with offdiagonal sparse entries and offset sub and super-diagonals as well algorithms for its [pseudo]inverse and determinant calculations. Traditional algorithms for matrix calculations, specifically inversion and determinant, of these forms are not efficient specially for large matrices, e.g. larger datasets or deeper networks. A decomposition for lower triangular matrices is developed and the original matrix is factorized into a set of matrices where their inverse matrices are calculated. For the cases where the matrix inverse does not exist, a least square type pseudoinverse is provided. The present method is a direct routine, i.e., executes in a predictable number of operations which is tested for randomly generated matrices with varying size. The results show significant improvement in computational costs specially when the size of matrix increases.
[{'version': 'v1', 'created': 'Sat, 2 Jul 2022 19:38:48 GMT'}]
2022-07-05
[array(['Sarayi', 'Seyyed Mostafa Mousavi Janbeh', ''], dtype=object) array(['Bahrami', 'Mansour Nikkhah', ''], dtype=object)]
966
1910.12229
Jianquan Ge
Jianquan Ge
Problems related to isoparametric theory
Submitted to "Surveys in Geometric Analysis 2019"
null
null
null
math.DG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this note we briefly survey and propose some open problems related to isoparametric theory.
[{'version': 'v1', 'created': 'Sun, 27 Oct 2019 10:37:18 GMT'}]
2019-10-29
[array(['Ge', 'Jianquan', ''], dtype=object)]
967
1611.03988
Giacomo Albi
Giacomo Albi, Massimo Fornasier, Dante Kalise
A Boltzmann approach to mean-field sparse feedback control
null
null
null
null
math.OC math-ph math.DS math.MP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We study the synthesis of optimal control policies for large-scale multi-agent systems. The optimal control design induces a parsimonious control intervention by means of l-1, sparsity-promoting control penalizations. We study instantaneous and infinite horizon sparse optimal feedback controllers. In order to circumvent the dimensionality issues associated to the control of large-scale agent-based models, we follow a Boltzmann approach. We generate (sub)optimal controls signals for the kinetic limit of the multi-agent dynamics, by sampling of the optimal solution of the associated two-agent dynamics. Numerical experiments assess the performance of the proposed sparse design.
[{'version': 'v1', 'created': 'Sat, 12 Nov 2016 11:18:57 GMT'}]
2016-11-15
[array(['Albi', 'Giacomo', ''], dtype=object) array(['Fornasier', 'Massimo', ''], dtype=object) array(['Kalise', 'Dante', ''], dtype=object)]
968
2103.01362
Wayne Isaac Uy
Wayne Isaac Tan Uy, Benjamin Peherstorfer
Operator inference of non-Markovian terms for learning reduced models from partially observed state trajectories
null
null
null
null
cs.LG cs.NA math.NA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This work introduces a non-intrusive model reduction approach for learning reduced models from partially observed state trajectories of high-dimensional dynamical systems. The proposed approach compensates for the loss of information due to the partially observed states by constructing non-Markovian reduced models that make future-state predictions based on a history of reduced states, in contrast to traditional Markovian reduced models that rely on the current reduced state alone to predict the next state. The core contributions of this work are a data sampling scheme to sample partially observed states from high-dimensional dynamical systems and a formulation of a regression problem to fit the non-Markovian reduced terms to the sampled states. Under certain conditions, the proposed approach recovers from data the very same non-Markovian terms that one obtains with intrusive methods that require the governing equations and discrete operators of the high-dimensional dynamical system. Numerical results demonstrate that the proposed approach leads to non-Markovian reduced models that are predictive far beyond the training regime. Additionally, in the numerical experiments, the proposed approach learns non-Markovian reduced models from trajectories with only 20% observed state components that are about as accurate as traditional Markovian reduced models fitted to trajectories with 99% observed components.
[{'version': 'v1', 'created': 'Mon, 1 Mar 2021 23:55:52 GMT'} {'version': 'v2', 'created': 'Fri, 26 Mar 2021 12:52:59 GMT'}]
2021-03-29
[array(['Uy', 'Wayne Isaac Tan', ''], dtype=object) array(['Peherstorfer', 'Benjamin', ''], dtype=object)]
969
1404.3172
P. A. Gonzalez
Marcela Catalan, Eduardo Cisternas, P. A. Gonzalez and Yerko Vasquez
Quasinormal modes and greybody factors of a four-dimensional Lifshitz black hole with z=0
Improved version. arXiv admin note: text overlap with arXiv:1312.6451
null
null
null
gr-qc
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We study scalar perturbations for a four-dimensional asymptotically Lifshitz black hole in conformal gravity with dynamical exponent z=0, and spherical topology for the transverse section, and we find analytically and numerically the quasinormal modes for scalar fields for some special cases. Then, we study the stability of these black holes under scalar field perturbations and the greybody factors.
[{'version': 'v1', 'created': 'Fri, 11 Apr 2014 18:00:21 GMT'} {'version': 'v2', 'created': 'Wed, 23 Apr 2014 12:27:42 GMT'} {'version': 'v3', 'created': 'Mon, 12 Oct 2015 23:02:05 GMT'}]
2015-10-14
[array(['Catalan', 'Marcela', ''], dtype=object) array(['Cisternas', 'Eduardo', ''], dtype=object) array(['Gonzalez', 'P. A.', ''], dtype=object) array(['Vasquez', 'Yerko', ''], dtype=object)]
970
1912.01269
Mahmoud Abu-Samha
Mahmoud Abu-samha and Lars B Madsen
Effect of multielectron polarization in strong-field ionization of the oriented CO molecule
6 figures
Phys. Rev. A 101, 013433 (2020)
10.1103/PhysRevA.101.013433
null
physics.atom-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We discuss the mechanism by which the inclusion of multielectron polarization improves the solution of the time-dependent Schr\"{o}dinger equation (TDSE) for the oriented CO molecule in a strong external laser pulse within the single-active-electron (SAE) approximation. A challenging problem of using the SAE approximation is that the active electron, instead of undergoing ionization, may be driven by the external field to lower-lying orbitals. For the oriented CO molecule, dipole coupling to the lower-lying bound states of the potential depends on the orientation angle, thereby affecting the orientation-dependent ionization dynamics. By including multielectron polarization, the external field is turned off within the molecular radius, thereby minimizing dipole coupling of the highest occupied molecular orbital to the lower-lying states of the potential. We discuss how turning off the external field within an appropriate molecular radius without accounting for the induced dipole term in the effective potential beyond this radial cut-off distance, constitutes an effective and accurate approach to describe strong-field ionization of CO and to minimize dipole coupling to lower-lying bound states.
[{'version': 'v1', 'created': 'Tue, 3 Dec 2019 09:55:55 GMT'}]
2020-02-05
[array(['Abu-samha', 'Mahmoud', ''], dtype=object) array(['Madsen', 'Lars B', ''], dtype=object)]
971
2301.08448
Pilhyeon Lee
Pilhyeon Lee, Seogkyu Jeon, Sunhee Hwang, Minjung Shin, Hyeran Byun
Source-free Subject Adaptation for EEG-based Visual Recognition
Accepted by the 11th IEEE International Winter Conference on Brain-Computer Interface (BCI 2023). Code is available at https://github.com/DeepBCI/Deep-BCI
null
null
null
eess.SP cs.AI cs.CV cs.LG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This paper focuses on subject adaptation for EEG-based visual recognition. It aims at building a visual stimuli recognition system customized for the target subject whose EEG samples are limited, by transferring knowledge from abundant data of source subjects. Existing approaches consider the scenario that samples of source subjects are accessible during training. However, it is often infeasible and problematic to access personal biological data like EEG signals due to privacy issues. In this paper, we introduce a novel and practical problem setup, namely source-free subject adaptation, where the source subject data are unavailable and only the pre-trained model parameters are provided for subject adaptation. To tackle this challenging problem, we propose classifier-based data generation to simulate EEG samples from source subjects using classifier responses. Using the generated samples and target subject data, we perform subject-independent feature learning to exploit the common knowledge shared across different subjects. Notably, our framework is generalizable and can adopt any subject-independent learning method. In the experiments on the EEG-ImageNet40 benchmark, our model brings consistent improvements regardless of the choice of subject-independent learning. Also, our method shows promising performance, recording top-1 test accuracy of 74.6% under the 5-shot setting even without relying on source data. Our code can be found at https://github.com/DeepBCI/Deep-BCI/tree/master/1_Intelligent_BCI/Source_Free_Subject_Adaptation_for_EEG.
[{'version': 'v1', 'created': 'Fri, 20 Jan 2023 07:01:01 GMT'}]
2023-01-23
[array(['Lee', 'Pilhyeon', ''], dtype=object) array(['Jeon', 'Seogkyu', ''], dtype=object) array(['Hwang', 'Sunhee', ''], dtype=object) array(['Shin', 'Minjung', ''], dtype=object) array(['Byun', 'Hyeran', ''], dtype=object)]
972
2210.02829
Chih-Pin Tan
Chih-Pin Tan, Alvin W.Y. Su and Yi-Hsuan Yang
Melody Infilling with User-Provided Structural Context
null
null
null
null
cs.SD cs.LG eess.AS
http://creativecommons.org/licenses/by/4.0/
This paper proposes a novel Transformer-based model for music score infilling, to generate a music passage that fills in the gap between given past and future contexts. While existing infilling approaches can generate a passage that connects smoothly locally with the given contexts, they do not take into account the musical form or structure of the music and may therefore generate overly smooth results. To address this issue, we propose a structure-aware conditioning approach that employs a novel attention-selecting module to supply user-provided structure-related information to the Transformer for infilling. With both objective and subjective evaluations, we show that the proposed model can harness the structural information effectively and generate melodies in the style of pop of higher quality than the two existing structure-agnostic infilling models.
[{'version': 'v1', 'created': 'Thu, 6 Oct 2022 11:37:04 GMT'}]
2022-10-07
[array(['Tan', 'Chih-Pin', ''], dtype=object) array(['Su', 'Alvin W. Y.', ''], dtype=object) array(['Yang', 'Yi-Hsuan', ''], dtype=object)]
973
0910.5825
Christian Weiss
C. Weiss, C. Wagner, C. Kleimann, F.S. Tautz, R. Temirov
Resolving chemical structures in scanning tunnelling microscopy
Main text: 14 pages including references and captions, 4 figures. Supplementary information: 1 pages including 2 figures
null
10.1016/j.progsurf.2012.05.002
null
cond-mat.mes-hall
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
With the invention of scanning probe techniques, direct imaging of single atoms and molecules became possible. Today, scanning tunnelling microscopy (STM) routinely provides angstrom-scale image resolution. At the same time, however, STM images suffer from a serious drawback - the absence of chemical information. Here we demonstrate a modification of STM that resolves the chemical structure of molecular adsorbates. The key to the new STM mode is a combined force sensor and signal transducer that is formed within the tunnelling junction when a suitable gas condenses there. The method probes the repulsive branch of the surface adsorption potential and transforms the force signal into a current. Obtained images achieve the same resolution as state-of-the-art atomic force microscopy (AFM). In contrast to AFM, however, our (uncalibrated) force sensor is of nanoscale dimensions and therefore intrinsically insensitive to those long-range interactions that make atomic-resolution AFM so demanding.
[{'version': 'v1', 'created': 'Fri, 30 Oct 2009 09:43:49 GMT'}]
2012-06-13
[array(['Weiss', 'C.', ''], dtype=object) array(['Wagner', 'C.', ''], dtype=object) array(['Kleimann', 'C.', ''], dtype=object) array(['Tautz', 'F. S.', ''], dtype=object) array(['Temirov', 'R.', ''], dtype=object)]
974
1607.08113
Mohsen Fathi
Mohsen Fathi, Morteza Mohseni
Evolving Horava Cosmological Horizons
13 pages, 14 figures
Chin. Phys. C 40, 9, 095101 (2016)
10.1088/1674-1137/40/9/095101
null
gr-qc
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Several sets of radially propagating null congruence generators are exploited in order to form 3-dimensional marginally trapped surfaces, referred to as black hole and cosmological apparent horizons in a Horava universe. Based on this method, we deal with the characteristics of the 2-dimensional space-like spheres of symmetry and the peculiarities of having trapping horizons. Moreover, we apply this method in standard expanding and contracting FLRW cosmological models of a Horava universe to investigate the conditions under which the extra parameters of the theory may lead to trapped/anti-trapped surfaces both in the future and in the past. We also include the cases of negative time, referred to as the finite past, and discuss the formation of anti-trapped surfaces inside the cosmological apparent horizons.
[{'version': 'v1', 'created': 'Fri, 22 Jul 2016 13:20:39 GMT'} {'version': 'v2', 'created': 'Tue, 16 Aug 2016 03:22:54 GMT'}]
2016-08-17
[array(['Fathi', 'Mohsen', ''], dtype=object) array(['Mohseni', 'Morteza', ''], dtype=object)]
975
1105.4837
Francesca Valsecchi Miss
Francesca Valsecchi, Will M. Farr, Bart Willems, Christopher .J. Deloye, and Vassiliki Kalogera
Tidally-Induced Apsidal Precession in Double White Dwarfs: a new mass measurement tool with LISA
23 pages, 7 figures, revised to match accepted ApJ version
null
10.1088/0004-637X/745/2/137
null
astro-ph.SR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Galactic interacting double white dwarfs (DWD) are guaranteed gravitational wave (GW) sources for the GW detector LISA, with more than 10^4 binaries expected to be detected over the mission's lifetime. Part of this population is expected to be eccentric, and here we investigate the potential for constraining the white dwarf (WD) properties through apsidal precession in these binaries. We analyze the tidal, rotational, and general relativistic contributions to apsidal precession by using detailed He WD models, where the evolution of the star's interior is followed throughout the cooling phase. In agreement with previous studies of zero-temperature WDs, we find that apsidal precession in eccentric DWDs can lead to a detectable shift in the emitted GW signal when binaries with cool (old) components are considered. This shift increases significantly for hot (young) WDs. We find that apsidal motion in hot (cool) DWDs is dominated by tides at orbital frequencies above ~10^{-4}Hz (10^{- 3}$Hz). The analysis of apsidal precession in these sources while ignoring the tidal component would lead to an extreme bias in the mass determination, and could lead us to misidentify WDs as neutron stars or black holes. We use the detailed WD models to show that for older, cold WDs, there is a unique relationship that ties the radius and apsidal precession constant to the WD masses, therefore allowing tides to be used as a tool to constrain the source masses.
[{'version': 'v1', 'created': 'Tue, 24 May 2011 17:26:28 GMT'} {'version': 'v2', 'created': 'Fri, 21 Oct 2011 20:23:13 GMT'}]
2015-05-28
[array(['Valsecchi', 'Francesca', ''], dtype=object) array(['Farr', 'Will M.', ''], dtype=object) array(['Willems', 'Bart', ''], dtype=object) array(['Deloye', 'Christopher . J.', ''], dtype=object) array(['Kalogera', 'Vassiliki', ''], dtype=object)]
976
2203.11518
Apriel K Hodari
Apriel K Hodari, Shayna B Krammes, Chanda Prescod-Weinstein, Brian D Nord, Jessica N Esquivel, K\'et\'evi A Assamagan
Informal Socialization in Physics Training
Submitted to the Proceedings of the US Community Study on the Future of Particle Physics (Snowmass 2021); 26 pages Added references
null
null
null
physics.ed-ph physics.soc-ph
http://creativecommons.org/licenses/by-nc-nd/4.0/
This paper addresses issues related to the process of informal socialization into physics, particularly for senior graduate students and postdoctoral scholars. Many physicists' careers are built on the relationships they have and develop during these critical years.
[{'version': 'v1', 'created': 'Tue, 22 Mar 2022 07:48:15 GMT'} {'version': 'v2', 'created': 'Wed, 23 Mar 2022 23:31:27 GMT'}]
2022-03-28
[array(['Hodari', 'Apriel K', ''], dtype=object) array(['Krammes', 'Shayna B', ''], dtype=object) array(['Prescod-Weinstein', 'Chanda', ''], dtype=object) array(['Nord', 'Brian D', ''], dtype=object) array(['Esquivel', 'Jessica N', ''], dtype=object) array(['Assamagan', 'Kétévi A', ''], dtype=object)]
977
1805.06093
Yitong Li
Yitong Li, Timothy Baldwin, and Trevor Cohn
Towards Robust and Privacy-preserving Text Representations
Accepted to ACL 2018
null
null
null
cs.CL
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Written text often provides sufficient clues to identify the author, their gender, age, and other important attributes. Consequently, the authorship of training and evaluation corpora can have unforeseen impacts, including differing model performance for different user groups, as well as privacy implications. In this paper, we propose an approach to explicitly obscure important author characteristics at training time, such that representations learned are invariant to these attributes. Evaluating on two tasks, we show that this leads to increased privacy in the learned representations, as well as more robust models to varying evaluation conditions, including out-of-domain corpora.
[{'version': 'v1', 'created': 'Wed, 16 May 2018 01:57:47 GMT'}]
2018-05-17
[array(['Li', 'Yitong', ''], dtype=object) array(['Baldwin', 'Timothy', ''], dtype=object) array(['Cohn', 'Trevor', ''], dtype=object)]
978
1902.05160
Adam Stokes
Adam Stokes and Ahsan Nazir
Ultrastrong time-dependent light-matter interactions are gauge-relative
10 pages, 22 pages including references and appendix. 9 figures
Phys. Rev. Research 3, 013116 (2021)
10.1103/PhysRevResearch.3.013116
null
quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Time-dependent light-matter interactions are a widespread means by which to describe controllable experimental operations. They can be viewed as an approximation in which a third system - the control system - is treated as external within the Hamiltonian. We demonstrate that this results in non-equivalence between gauges. We provide a physical example in which each different non-equivalent model coincides with a gauge-invariant description applied in a different experimental situation. The qualitative final-time predictions obtained from these models, including entanglement and photon number, depend on the gauge within which the time-dependent coupling assumption is made. This occurs whenever the interaction switching is sufficiently strong and non-adiabatic even if the coupling vanishes at the preparation and measurement stages of the protocol, at which times the subsystems are unique and experimentally addressable.
[{'version': 'v1', 'created': 'Wed, 13 Feb 2019 23:19:14 GMT'} {'version': 'v2', 'created': 'Mon, 2 Dec 2019 10:39:29 GMT'} {'version': 'v3', 'created': 'Tue, 9 Feb 2021 20:02:54 GMT'}]
2021-02-11
[array(['Stokes', 'Adam', ''], dtype=object) array(['Nazir', 'Ahsan', ''], dtype=object)]
979
2011.12676
Mohammadreza Edalati
Mohammadreza Edalati, Mahdi Mahmoudzadeh, Javad Safaie, Fabrice Wallois, Sahar Moghimi
Great expectations in music: violation of rhythmic expectancies elicits late frontal gamma activity nested in theta oscillations
null
null
10.1111/psyp.13909
null
q-bio.NC
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Rhythm processing involves building expectations according to the hierarchical temporal structure of auditory events. Although rhythm processing has been addressed in the context of predictive coding, the properties of the oscillatory response in different cortical areas is still not clear. We explored the oscillatory properties of the neural response to rhythmic incongruence and explored the cross-frequency coupling between multiple frequencies to provide links between the concepts of predictive coding and rhythm perception. We designed an experiment to investigate the neural response to rhythmic deviations in which the tone either arrived earlier than expected or the tone in the same metrical position was omitted. These two manipulations modulate the rhythmic structure differently, with the former creating a larger violation of the general structure of the musical stimulus than the latter. Both deviations resulted in an MMN response, whereas only the rhythmic deviant resulted in a subsequent P3a. Rhythmic deviants due to the early occurrence of a tone, but not omission deviants, elicited a late high gamma response (60-80 Hz) at the end of the P3a over the left frontal region, which, interestingly, correlated with the P3a amplitude over the same region and was also nested in theta oscillations. The timing of the elicited high-frequency gamma oscillations related to rhythmic deviation suggests that it might be related to the update of the predictive neural model, corresponding to the temporal structure of the events in higher-level cortical areas.
[{'version': 'v1', 'created': 'Wed, 25 Nov 2020 12:11:40 GMT'}]
2021-10-19
[array(['Edalati', 'Mohammadreza', ''], dtype=object) array(['Mahmoudzadeh', 'Mahdi', ''], dtype=object) array(['Safaie', 'Javad', ''], dtype=object) array(['Wallois', 'Fabrice', ''], dtype=object) array(['Moghimi', 'Sahar', ''], dtype=object)]
980
2001.03365
Junhui Kim
Junhui Kim and Joongheon Kim
Demo: Light-Weight Programming Language for Blockchain
null
null
null
null
cs.DC
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This demo abstract introduces a new light-weight programming language koa which is suitable for blockchain system design and implementation. In this abstract, the basic features of koa are introduced including working system (with playground), architecture, and virtual machine operations. Rum-time execution of software implemented by koa will be presented during the session.
[{'version': 'v1', 'created': 'Fri, 10 Jan 2020 09:39:21 GMT'}]
2020-01-13
[array(['Kim', 'Junhui', ''], dtype=object) array(['Kim', 'Joongheon', ''], dtype=object)]
981
2209.14020
Alvaro Lopez Cazalilla
A. Lopez-Cazalilla and F. Djurabekova and K. Nordlund
Observation of ripples under different angles
null
null
null
null
cond-mat.mtrl-sci
http://creativecommons.org/licenses/by-nc-nd/4.0/
The off-normal ion irradiation of semiconductor materials is seen to induce nanopatterning effects. Different theories are proposed to explain the mechanisms that drive self-reorganization of amorphisable surfaces. One of the prominent hypothesis associates formation of nanopatterning with the changes of sputtering characteristics caused by changes in surface morphology. At ultra-low energy, when sputtering is negligible, the Si surface has still been seen to re-organize forming surface ripples with the wave vector either aligned with the ion beam direction or perpendicular to it.In this work, we investigate the formation of ripples using molecular dynamics in all the three regimes of ripple formation: low angles where no ripples form, intermediate regime where the ripple wave vectors are parallel to the beam, and high angles where they are perpendicular to it. We obtain atom-level insight on how the ion-beam driven atomic dynamics at the surface contributes to organization, or lack of it, in all the different regimes. Results of our simulations agree well with experimental observations in the same range of ultra-low energy of ion irradiation.
[{'version': 'v1', 'created': 'Wed, 28 Sep 2022 11:57:30 GMT'} {'version': 'v2', 'created': 'Wed, 23 Nov 2022 13:28:30 GMT'}]
2022-11-24
[array(['Lopez-Cazalilla', 'A.', ''], dtype=object) array(['Djurabekova', 'F.', ''], dtype=object) array(['Nordlund', 'K.', ''], dtype=object)]
982
quant-ph/9903088
Diosi Lajos
Lajos Diosi
On hybrid dynamics of the Copenhagen dichotomic world
8pp LateX (ws-p8-50x6-00.cls macro), to appear in New Insights in Quantum Mechanics (World Scientific)
null
null
null
quant-ph
null
In the Copenhagen viewpoint, part of the world is quantized and the complementary part remains classical. From a formal dynamic aspect, standard theory is incomplete since it does never account for the so-called 'back-reaction' of quantized systems on classical systems except for the highly idealized system-detector interaction. To resolve this formal issue, a certain 'hybrid dynamics' can be constructed to account for the generic interaction between classical and quantized parts. Hybrid dynamics incorporates standard quantum theory, including collapse of the wave function during system-detector interaction. Measurable predictions are robust against shifting the classical-quantum boundary (von Neumann-cut).
[{'version': 'v1', 'created': 'Sun, 28 Mar 1999 15:30:40 GMT'}]
2007-05-23
[array(['Diosi', 'Lajos', ''], dtype=object)]
983
1506.05020
Cagatay Kutluhan
Jonathan Hanselman, Cagatay Kutluhan, Tye Lidman
A remark on the geography problem in Heegaard Floer homology
10 pages, 3 figures. v2: new corollary added (Corollary 3)
null
null
null
math.GT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We give new obstructions to the module structures arising in Heegaard Floer homology. As a corollary, we characterize the possible modules arising as the Heegaard Floer homology of an integer homology sphere with one-dimensional reduced Floer homology. Up to absolute grading shifts, there are only two. We use this corollary to show that the chain complex depicted by Ozsv\'ath, Stipsicz, and Szab\'o to argue that there is no algebraic obstruction to the existence of knots with trivial $\epsilon$ invariant and non-trivial $\Upsilon$ invariant cannot be realized as the knot Floer complex of a knot.
[{'version': 'v1', 'created': 'Tue, 16 Jun 2015 16:15:19 GMT'} {'version': 'v2', 'created': 'Mon, 31 Jul 2017 00:45:08 GMT'}]
2017-08-01
[array(['Hanselman', 'Jonathan', ''], dtype=object) array(['Kutluhan', 'Cagatay', ''], dtype=object) array(['Lidman', 'Tye', ''], dtype=object)]
984
1212.4462
Igor G. Korepanov
Igor G. Korepanov and Nurlan M. Sadykov
Pentagon Relations in Direct Sums and Grassmann Algebras
null
SIGMA 9 (2013), 030, 16 pages
10.3842/SIGMA.2013.030
null
math-ph math.AT math.MP math.QA
http://creativecommons.org/licenses/by-nc-sa/3.0/
We construct vast families of orthogonal operators obeying pentagon relation in a direct sum of three n-dimensional vector spaces. As a consequence, we obtain pentagon relations in Grassmann algebras, making a far reaching generalization of exotic Reidemeister torsions.
[{'version': 'v1', 'created': 'Sat, 15 Dec 2012 10:55:40 GMT'} {'version': 'v2', 'created': 'Wed, 3 Apr 2013 16:12:51 GMT'} {'version': 'v3', 'created': 'Wed, 10 Apr 2013 05:33:35 GMT'}]
2013-04-11
[array(['Korepanov', 'Igor G.', ''], dtype=object) array(['Sadykov', 'Nurlan M.', ''], dtype=object)]
985
2306.07899
Veniamin Veselovsky
Veniamin Veselovsky, Manoel Horta Ribeiro, Robert West
Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks
9 pages, 4 figures
null
null
null
cs.CL cs.CY
http://creativecommons.org/licenses/by/4.0/
Large language models (LLMs) are remarkable data annotators. They can be used to generate high-fidelity supervised training data, as well as survey and experimental data. With the widespread adoption of LLMs, human gold--standard annotations are key to understanding the capabilities of LLMs and the validity of their results. However, crowdsourcing, an important, inexpensive way to obtain human annotations, may itself be impacted by LLMs, as crowd workers have financial incentives to use LLMs to increase their productivity and income. To investigate this concern, we conducted a case study on the prevalence of LLM usage by crowd workers. We reran an abstract summarization task from the literature on Amazon Mechanical Turk and, through a combination of keystroke detection and synthetic text classification, estimate that 33-46% of crowd workers used LLMs when completing the task. Although generalization to other, less LLM-friendly tasks is unclear, our results call for platforms, researchers, and crowd workers to find new ways to ensure that human data remain human, perhaps using the methodology proposed here as a stepping stone. Code/data: https://github.com/epfl-dlab/GPTurk
[{'version': 'v1', 'created': 'Tue, 13 Jun 2023 16:46:24 GMT'}]
2023-06-14
[array(['Veselovsky', 'Veniamin', ''], dtype=object) array(['Ribeiro', 'Manoel Horta', ''], dtype=object) array(['West', 'Robert', ''], dtype=object)]
986
1509.00927
Hai Le
H. P. Le, J.-L. Cambier
Modeling of Inelastic Collisions in a Multifluid Plasma: Excitation and Deexcitation
11 figures, submitted for publication
null
10.1063/1.4931170
null
physics.plasm-ph physics.comp-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We describe here a model for inelastic collisions for electronic excitation and deexcitation processes in a general, multifluid plasma. The model is derived from kinetic theory, and applicable to any mixture and mass ratio. The principle of detailed balance is strictly enforced, and the model is consistent with all asymptotic limits. The results are verified with direct Monte Carlo calculations, and various numerical tests are conducted for the case of an electron-hydrogen two-fluid system, using a generic, semi-classical model of collision cross sections. We find that in some cases, the contribution of inelastic collisions to the momentum and thermal resistance coefficients is not negligible, in contrast to the assumptions of current multifluid models. This fundamental model is also applied to ionization and recombination processes, the studies on which are currently underway.
[{'version': 'v1', 'created': 'Thu, 3 Sep 2015 03:18:23 GMT'}]
2015-10-08
[array(['Le', 'H. P.', ''], dtype=object) array(['Cambier', 'J. -L.', ''], dtype=object)]
987
1502.01093
Paul Zinn-Justin
P. Zinn-Justin
Quiver varieties and quantum Knizhnik--Zamolodchikov equation
null
null
10.1007/s11232-015-0376-x
null
math.RT math-ph math.AG math.MP math.QA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We show how equivariant volumes of tensor product quiver varieties of type A are given by matrix elements of vertex operators of centrally extended doubles of Yangians, and how they satisfy in some cases the rational, level 1, quantum Knizhnik--Zamolodchikov equation.
[{'version': 'v1', 'created': 'Wed, 4 Feb 2015 05:06:06 GMT'}]
2016-02-17
[array(['Zinn-Justin', 'P.', ''], dtype=object)]
988
2108.00273
Muhammad Monjurul Karim
Muhammad Monjurul Karim, Yu Li, Ruwen Qin
Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents
Accepted in TRR
null
null
null
cs.CV
http://creativecommons.org/licenses/by/4.0/
Traffic accident anticipation is a vital function of Automated Driving Systems (ADSs) for providing a safety-guaranteed driving experience. An accident anticipation model aims to predict accidents promptly and accurately before they occur. Existing Artificial Intelligence (AI) models of accident anticipation lack a human-interpretable explanation of their decision-making. Although these models perform well, they remain a black-box to the ADS users, thus difficult to get their trust. To this end, this paper presents a Gated Recurrent Unit (GRU) network that learns spatio-temporal relational features for the early anticipation of traffic accidents from dashcam video data. A post-hoc attention mechanism named Grad-CAM is integrated into the network to generate saliency maps as the visual explanation of the accident anticipation decision. An eye tracker captures human eye fixation points for generating human attention maps. The explainability of network-generated saliency maps is evaluated in comparison to human attention maps. Qualitative and quantitative results on a public crash dataset confirm that the proposed explainable network can anticipate an accident on average 4.57 seconds before it occurs, with 94.02% average precision. In further, various post-hoc attention-based XAI methods are evaluated and compared. It confirms that the Grad-CAM chosen by this study can generate high-quality, human-interpretable saliency maps (with 1.23 Normalized Scanpath Saliency) for explaining the crash anticipation decision. Importantly, results confirm that the proposed AI model, with a human-inspired design, can outperform humans in the accident anticipation.
[{'version': 'v1', 'created': 'Sat, 31 Jul 2021 15:53:32 GMT'} {'version': 'v2', 'created': 'Fri, 7 Jan 2022 22:07:19 GMT'}]
2022-01-11
[array(['Karim', 'Muhammad Monjurul', ''], dtype=object) array(['Li', 'Yu', ''], dtype=object) array(['Qin', 'Ruwen', ''], dtype=object)]
989
hep-ph/9605282
Tom Browder
T.E. Browder (University of Hawaii)
Two Topics in Particle-Antiparticle Mixing
2 pages, LATEX format. To appear in the Proceedings of the 1995 Brussels Europhysics Conference
null
null
null
hep-ph
null
This paper summarizes two experimental issues in the study of particle antiparticle mixing. We propose a new method to extract the ratio $|V_{ts}/V_{td}|^2$ from a measurement of $\Delta \Gamma/\Gamma$ for the $B_s$ meson. This method is experimentally more sensitive than the conventional method for large values of $|V_{ts}|$ but depends on the accuracy of parton level calculations. We then briefly discuss the implications of large CP violation and final state interactions (FSI) in the experimental search for $D^0-\bar{D}^0$ mixing. The work described here was carried out in collaboration with S. Pakvasa.
[{'version': 'v1', 'created': 'Sat, 11 May 1996 22:00:59 GMT'}]
2007-05-23
[array(['Browder', 'T. E.', '', 'University of Hawaii'], dtype=object)]
990
1503.02939
Michael Kiermaier
Michael Kiermaier and Alfred Wassermann
Double and bordered \$\alpha\$-circulant self-dual codes over finite commutative chain rings
null
In Proceedings of the Eleventh International Workshop on Algebraic and Combinatorial Coding Theory 2008, pages 144-150, 2008
null
null
math.CO
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper we investigate codes over finite commutative rings R, whose generator matrices are built from \$\alpha\$-circulant matrices. For a non-trivial ideal I<R we give a method to lift such codes over R/I to codes over R, such that some isomorphic copies are avoided. For the case where I is the minimal ideal of a finite chain ring we refine this lifting method: We impose the additional restriction that lifting preserves self-duality. It will be shown that this can be achieved by solving a linear system of equations over a finite field. Finally we apply this technique to Z_4-linear double nega-circulant and bordered circulant self-dual codes. We determine the best minimum Lee distance of these codes up to length 64.
[{'version': 'v1', 'created': 'Tue, 10 Mar 2015 14:54:21 GMT'}]
2015-03-11
[array(['Kiermaier', 'Michael', ''], dtype=object) array(['Wassermann', 'Alfred', ''], dtype=object)]
991
hep-th/0701239
Leonardo Modesto
Leonardo Modesto
Loop quantum gravity and black hole singularity
17 pages, 7 figures, LaTex. Proceedings of the XVII SIGRAV Conference, Turin, September 4-7, 2006
null
null
null
hep-th gr-qc
null
In this paper we summarize "loop quantum gravity" (LQG) and we show how ideas developed in LQG can solve the black hole singularity problem when applied to a minisuperspace model.
[{'version': 'v1', 'created': 'Thu, 25 Jan 2007 15:25:26 GMT'}]
2007-05-23
[array(['Modesto', 'Leonardo', ''], dtype=object)]
992
hep-ph/9503350
Juergen Baacke
J. Baacke
Fluctuation corrections to bubble nucleation
19 pages, LaTeX, no macros, no figures
Phys.Rev. D52 (1995) 6760-6769
10.1103/PhysRevD.52.6760
DO-TH-95/04
hep-ph hep-th
null
The fluctuation determinant which determines the preexponential factor of the transition rate for minimal bubbles is computed for the electroweak theory with $\sin \Theta_W = 0$. As the basic action we use the three-dimensional high-temperature action including, besides temperature dependent masses, the $T \Phi^3$ one-loop contribution which makes the phase transition first order. The results show that this contribution (which has then to be subtracted from the exact result) gives the dominant contribution to the one-loop effective action. The remaining correction is of the order of, but in general larger than the critical bubble action and suppresses the transition rate. The results for the Higgs field fluctuations are compared with those of an approximate heat kernel computation of Kripfganz et al., good agreement is found for small bubbles, strong deviations for large thin-wall bubbles.
[{'version': 'v1', 'created': 'Thu, 16 Mar 1995 15:03:48 GMT'}]
2016-09-01
[array(['Baacke', 'J.', ''], dtype=object)]
993
1208.4523
Konstantin Bliokh
Konstantin Y. Bliokh, Aleksandr Y. Bekshaev, and Franco Nori
Dual electromagnetism: Helicity, spin, momentum, and angular momentum
25 pages, 1 figure
New J. Phys. 15, 033026 (2013); New J. Phys. 18, 089503 (2016)
10.1088/1367-2630/15/3/033026
null
physics.optics hep-th quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The dual symmetry between electric and magnetic fields is an important intrinsic property of Maxwell equations in free space. This symmetry underlies the conservation of optical helicity, and, as we show here, is closely related to the separation of spin and orbital degrees of freedom of light (the helicity flux coincides with the spin angular momentum). However, in the standard field-theory formulation of electromagnetism, the field Lagrangian is not dual symmetric. This leads to problematic dual-asymmetric forms of the canonical energy-momentum, spin, and orbital angular momentum tensors. Moreover, we show that the components of these tensors conflict with the helicity and energy conservation laws. To resolve this discrepancy between the symmetries of the Lagrangian and Maxwell equations, we put forward a dual-symmetric Lagrangian formulation of classical electromagnetism. This dual electromagnetism preserves the form of Maxwell equations, yields meaningful canonical energy-momentum and angular momentum tensors, and ensures a self-consistent separation of the spin and orbital degrees of freedom. This provides rigorous derivation of results suggested in other recent approaches. We make the Noether analysis of the dual symmetry and all the Poincar\'e symmetries, examine both local and integral conserved quantities, and show that only the dual electromagnetism naturally produces a complete self-consistent set of conservation laws. We also discuss the observability of physical quantities distinguishing the standard and dual theories, as well as relations to quantum weak measurements and various optical experiments.
[{'version': 'v1', 'created': 'Wed, 22 Aug 2012 15:11:46 GMT'} {'version': 'v2', 'created': 'Tue, 2 Oct 2012 11:40:45 GMT'} {'version': 'v3', 'created': 'Tue, 5 Feb 2013 12:28:44 GMT'} {'version': 'v4', 'created': 'Wed, 20 Mar 2013 17:30:49 GMT'}]
2016-08-16
[array(['Bliokh', 'Konstantin Y.', ''], dtype=object) array(['Bekshaev', 'Aleksandr Y.', ''], dtype=object) array(['Nori', 'Franco', ''], dtype=object)]
994
2202.07377
Benjamin Hellouin de Menibus
Antonin Callard and Benjamin Hellouin de Menibus
The aperiodic Domino problem in higher dimension
15 pages, accepted to STACS 2022
null
10.4230/LIPIcs.STACS.2022.18
null
cs.DM cs.CC math.DS
http://creativecommons.org/licenses/by/4.0/
The classical Domino problem asks whether there exists a tiling in which none of the forbidden patterns given as input appear. In this paper, we consider the aperiodic version of the Domino problem: given as input a family of forbidden patterns, does it allow an aperiodic tiling? The input may correspond to a subshift of finite type, a sofic subshift or an effective subshift. arXiv:1805.08829 proved that this problem is co-recursively enumerable ($\Pi_0^1$-complete) in dimension 2 for geometrical reasons. We show that it is much harder, namely analytic ($\Sigma_1^1$-complete), in higher dimension: $d \geq 4$ in the finite type case, $d \geq 3$ for sofic and effective subshifts. The reduction uses a subshift embedding universal computation and two additional dimensions to control periodicity. This complexity jump is surprising for two reasons: first, it separates 2- and 3-dimensional subshifts, whereas most subshift properties are the same in dimension 2 and higher; second, it is unexpectedly large.
[{'version': 'v1', 'created': 'Tue, 15 Feb 2022 13:06:51 GMT'}]
2022-02-16
[array(['Callard', 'Antonin', ''], dtype=object) array(['de Menibus', 'Benjamin Hellouin', ''], dtype=object)]
995
1401.1714
Cedomir Stefanovic
Cedomir Stefanovic, Miyu Momoda, Petar Popovski
Exploiting Capture Effect in Frameless ALOHA for Massive Wireless Random Access
Accepted for presentation at IEEE WCNC'14 Track 2 (MAC and Cross-Layer Design)
null
10.1109/WCNC.2014.6952516
null
cs.IT math.IT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The analogies between successive interference cancellation (SIC) in slotted ALOHA framework and iterative belief-propagation erasure-decoding, established recently, enabled the application of the erasure-coding theory and tools to design random access schemes. This approach leads to throughput substantially higher than the one offered by the traditional slotted ALOHA. In the simplest setting, SIC progresses when a successful decoding occurs for a single user transmission. In this paper we consider a more general setting of a channel with capture and explore how such physical model affects the design of the coded random access protocol. Specifically, we assess the impact of capture effect in Rayleigh fading scenario on the design of SIC-enabled slotted ALOHA schemes. We provide analytical treatment of frameless ALOHA, which is a special case of SIC-enabled ALOHA scheme. We demonstrate both through analytical and simulation results that the capture effect can be very beneficial in terms of achieved throughput.
[{'version': 'v1', 'created': 'Wed, 8 Jan 2014 14:52:16 GMT'}]
2016-11-17
[array(['Stefanovic', 'Cedomir', ''], dtype=object) array(['Momoda', 'Miyu', ''], dtype=object) array(['Popovski', 'Petar', ''], dtype=object)]
996
hep-th/9211056
Jerome Gauntlett
Jerome P. Gauntlett, Jeffrey A. Harvey and James T. Liu
Magnetic Monopoles in String Theory
24 pages (Corrected title)
Nucl.Phys.B409:363-381,1993
10.1016/0550-3213(93)90584-C
EFI-92-67, IFP-434-UNC
hep-th
null
Magnetic monopole solutions to heterotic string theory are discussed in toroidal compactifications to four spacetime dimensions. Particular emphasis is placed on the relation to previously studied fivebrane solutions in ten dimensions and on the possibility of constructing exact monopole solutions related to symmetric fivebranes.
[{'version': 'v1', 'created': 'Thu, 12 Nov 1992 19:14:48 GMT'} {'version': 'v2', 'created': 'Fri, 13 Nov 1992 14:39:21 GMT'}]
2010-11-01
[array(['Gauntlett', 'Jerome P.', ''], dtype=object) array(['Harvey', 'Jeffrey A.', ''], dtype=object) array(['Liu', 'James T.', ''], dtype=object)]
997
2110.03310
Matias Vestberg
Kaj Nystr\"om, Matias Vestberg
Solving the Dirichlet problem for the Monge-Amp\`ere equation using neural networks
33 pages, 13 figures, 6 tables
null
null
null
stat.ML cs.LG cs.NA math.NA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The Monge-Amp\`ere equation is a fully nonlinear partial differential equation (PDE) of fundamental importance in analysis, geometry and in the applied sciences. In this paper we solve the Dirichlet problem associated with the Monge-Amp\`ere equation using neural networks and we show that an ansatz using deep input convex neural networks can be used to find the unique convex solution. As part of our analysis we study the effect of singularities, discontinuities and noise in the source function, we consider nontrivial domains, and we investigate how the method performs in higher dimensions. We investigate the convergence numerically and present error estimates based on a stability result. We also compare this method to an alternative approach in which standard feed-forward networks are used together with a loss function which penalizes lack of convexity.
[{'version': 'v1', 'created': 'Thu, 7 Oct 2021 10:00:05 GMT'} {'version': 'v2', 'created': 'Fri, 15 Apr 2022 10:56:51 GMT'} {'version': 'v3', 'created': 'Tue, 13 Jun 2023 10:10:54 GMT'}]
2023-06-14
[array(['Nyström', 'Kaj', ''], dtype=object) array(['Vestberg', 'Matias', ''], dtype=object)]
998
2112.13896
Subutai Ahmad
Kevin Lee Hunter, Lawrence Spracklen and Subutai Ahmad
Two Sparsities Are Better Than One: Unlocking the Performance Benefits of Sparse-Sparse Networks
32 pages and 20 figures
null
null
null
cs.LG cs.AI cs.AR cs.NE
http://creativecommons.org/licenses/by/4.0/
In principle, sparse neural networks should be significantly more efficient than traditional dense networks. Neurons in the brain exhibit two types of sparsity; they are sparsely interconnected and sparsely active. These two types of sparsity, called weight sparsity and activation sparsity, when combined, offer the potential to reduce the computational cost of neural networks by two orders of magnitude. Despite this potential, today's neural networks deliver only modest performance benefits using just weight sparsity, because traditional computing hardware cannot efficiently process sparse networks. In this article we introduce Complementary Sparsity, a novel technique that significantly improves the performance of dual sparse networks on existing hardware. We demonstrate that we can achieve high performance running weight-sparse networks, and we can multiply those speedups by incorporating activation sparsity. Using Complementary Sparsity, we show up to 100X improvement in throughput and energy efficiency performing inference on FPGAs. We analyze scalability and resource tradeoffs for a variety of kernels typical of commercial convolutional networks such as ResNet-50 and MobileNetV2. Our results with Complementary Sparsity suggest that weight plus activation sparsity can be a potent combination for efficiently scaling future AI models.
[{'version': 'v1', 'created': 'Mon, 27 Dec 2021 20:41:01 GMT'}]
2021-12-30
[array(['Hunter', 'Kevin Lee', ''], dtype=object) array(['Spracklen', 'Lawrence', ''], dtype=object) array(['Ahmad', 'Subutai', ''], dtype=object)]
999
0802.1105
Axel Pelster
Sebastian F. Brandt, Axel Pelster, Ralf Wessel
Noise-dependent stability of the synchronized state in a coupled system of active rotators
Author Information under http://www.theo-phys.uni-essen.de/tp/ags/pelster_dir/
World Journal of Condensed Matter Physics 1, 88-96 (2011)
null
null
nlin.PS nlin.CD
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We consider a Kuramoto model for the dynamics of an excitable system consisting of two coupled active rotators. Depending on both the coupling strength and the noise, the two rotators can be in a synchronized or desynchronized state. The synchronized state of the system is most stable for intermediate noise intensity in the sense that the coupling strength required to desynchronize the system is maximal at this noise level. We evaluate the phase boundary between synchronized and desynchronized states through numerical and analytical calculations.
[{'version': 'v1', 'created': 'Fri, 8 Feb 2008 08:36:49 GMT'}]
2011-09-27
[array(['Brandt', 'Sebastian F.', ''], dtype=object) array(['Pelster', 'Axel', ''], dtype=object) array(['Wessel', 'Ralf', ''], dtype=object)]