Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Sampling and statistical physics via symmetry   We formulate both Markov chain Monte Carlo (MCMC) sampling algorithms and
basic statistical physics in terms of elementary symmetries. This perspective
on sampling yields derivations of well-known MCMC algorithms and a new parallel
algorithm that appears to converge more quickly than current state of the art
methods. The symmetry perspective also yields a parsimonious framework for
statistical physics and a practical approach to constructing meaningful notions
of effective temperature and energy directly from time series data. We apply
these latter ideas to Anosov systems.

31
The categories of this paper are: ao-sci
17
The categories of this paper are: q-fin
27
The categories of this paper are: comp-gas
12
The categories of this paper are: nucl-th
1
The categories of this paper are: cs
5
The categories of this paper are: gr-qc
20
The categories of this paper are: acc-phys
9
The categories of this paper are: nlin
21
The categories of this paper are: adap-org
18
The categories of this paper are: econ
30
The categories of this paper are: q-alg
10
The categories of this paper are: q-bio
15
The categories of this paper are: nucl-ex
0
The categories of this paper are: hep-ph
34
The categories of this paper are: chem-ph
35
The categories of this paper are: mtrl-th