Variational time reversal for free-energy estimation in nonequilibrium steady states

被引:0
|
作者
Rosa-Raices, Jorge L. [1 ]
Limmer, David T. [2 ,3 ,4 ]
机构
[1] Univ Calif Berkeley, Dept Chem, Berkeley, CA 94720 USA
[2] Lawrence Berkeley Natl Lab, Mat Sci Div, Berkeley, CA 94720 USA
[3] Lawrence Berkeley Natl Lab, Chem Sci Div, Berkeley, CA 94720 USA
[4] Kavli Energy Nanosci Inst, Berkeley, CA 94720 USA
关键词
STOCHASTIC-CONTROL; ENTROPY;
D O I
10.1103/PhysRevE.110.024120
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Studying the structure of systems in nonequilibrium steady states necessitates tools that quantify population shifts and associated deformations of equilibrium free-energy landscapes under persistent currents. Within the framework of stochastic thermodynamics, we establish a variant of the Kawasaki-Crooks equality that relates nonequilibrium free-energy corrections in overdamped Langevin systems to heat dissipation statistics along time- reversed relaxation trajectories computable with molecular simulation. Using stochastic control theory, we arrive at a general variational approach to evaluate the Kawasaki-Crooks equality and use it to estimate distribution functions of order parameters in specific models of driven and active matter, attaining substantial improvement in accuracy over simple perturbative methods.
引用
收藏
页数:12
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