Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Simulating bicycle traffic by the Intelligent-Driver Model --
  reproducing the traffic-wave characteristics observed in a bicycle-following
  experiment   Bicycle traffic operations become increasingly important and yet are largely
ignored in the traffic flow community, until recently. We hypothesize that
there is no qualitative difference between vehicular and bicycle traffic flow
dynamics, so the latter can be described by reparameterized car-following
models. To test this proposition, we reproduce bicycle experiments on a ring
with the Intelligent-Driver Model and compare its fit quality (calibration) and
predictive power (validation) with that of the Necessary-Deceleration-Model
which is specifically designed for bike traffic. We find similar quality
metrics for both models, so the above hypothesis of a qualitative equivalence
cannot be rejected.

7
The categories of this paper are: hep-th
34
The categories of this paper are: chem-ph
10
The categories of this paper are: q-bio
14
The categories of this paper are: math-ph
27
The categories of this paper are: comp-gas
32
The categories of this paper are: atom-ph
22
The categories of this paper are: chao-dyn
15
The categories of this paper are: nucl-ex
30
The categories of this paper are: q-alg
13
The categories of this paper are: quant-ph
19
The categories of this paper are: eess
24
The categories of this paper are: dg-ga
12
The categories of this paper are: nucl-th
16
The categories of this paper are: stat
2
The categories of this paper are: math
23
The categories of this paper are: solv-int