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Jarzynski’s Equality, Fluctuation Theorems, and Variance Reduction: Mathematical Analysis and Numerical Algorithms

Authors :
Christof Schütte
Wei Zhang
Carsten Hartmann
Source :
Journal of Statistical Physics. 175:1214-1261
Publication Year :
2019
Publisher :
Springer Science and Business Media LLC, 2019.

Abstract

In this paper, we study Jarzynski's equality and fluctuation theorems for diffusion processes. While some of the results considered in the current work are known in the (mainly physics) literature, we review and generalize these nonequilibrium theorems using mathematical arguments, therefore enabling further investigations in the mathematical community. On the numerical side, variance reduction approaches such as importance sampling method are studied in order to compute free energy differences based on Jarzynski's equality.<br />journal version

Details

ISSN :
15729613 and 00224715
Volume :
175
Database :
OpenAIRE
Journal :
Journal of Statistical Physics
Accession number :
edsair.doi.dedup.....23c97d30160acb0609c50aec12e7067e
Full Text :
https://doi.org/10.1007/s10955-019-02286-4