TY - JOUR
T1 - Non-equilibrium thermodynamics and topology of currents
AU - Chernyak, Vladimir Y.
AU - Chertkov, Michael
AU - Malinin, Sergey V.
AU - Teodorescu, Razvan
N1 - Funding Information:
Acknowledgements It is our pleasure to thank Reviewer 2 for an overwhelmingly deep, extensive, and detailed report, as well as a number of interesting and useful comments. This material is based upon work supported by the National Science Foundation under Grant No. CHE-0808910. Research at LANL was carried out under the auspices of the National Nuclear Security Administration of the U.S. Department of Energy at Los Alamos National Laboratory under Contract No. DE C52-06NA25396.
PY - 2009/10
Y1 - 2009/10
N2 - In many experimental situations, a physical system undergoes stochastic evolution which may be described via random maps between two compact spaces. In the current work, we study the applicability of large deviations theory to time-averaged quantities which describe such stochastic maps, in particular time-averaged currents and density functionals. We derive the large deviations principle for these quantities, as well as for global topological currents, and formulate variational, thermodynamic relations to establish large deviation properties of the topological currents. We illustrate the theory with a nontrivial example of a Heisenberg spin-chain with a topological driving of the Wess-Zumino type. The Cramér functional of the topological current is found explicitly in the instanton gas regime for the spin-chain model in the weak-noise limit. In the context of the Morse theory, we discuss a general reduction of continuous stochastic models with weak noise to effective Markov chains describing transitions between stable fixed points.
AB - In many experimental situations, a physical system undergoes stochastic evolution which may be described via random maps between two compact spaces. In the current work, we study the applicability of large deviations theory to time-averaged quantities which describe such stochastic maps, in particular time-averaged currents and density functionals. We derive the large deviations principle for these quantities, as well as for global topological currents, and formulate variational, thermodynamic relations to establish large deviation properties of the topological currents. We illustrate the theory with a nontrivial example of a Heisenberg spin-chain with a topological driving of the Wess-Zumino type. The Cramér functional of the topological current is found explicitly in the instanton gas regime for the spin-chain model in the weak-noise limit. In the context of the Morse theory, we discuss a general reduction of continuous stochastic models with weak noise to effective Markov chains describing transitions between stable fixed points.
KW - Cramér functional
KW - Instanton
KW - Markov chain
KW - Non-equilibrium statistical mechanics
KW - Topological current
KW - Topological field theory
KW - Weak noise
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U2 - 10.1007/s10955-009-9832-z
DO - 10.1007/s10955-009-9832-z
M3 - Article
AN - SCOPUS:70350619057
SN - 0022-4715
VL - 137
SP - 109
EP - 147
JO - Journal of Statistical Physics
JF - Journal of Statistical Physics
IS - 1
ER -