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

Authors :
Hartmann, Carsten
Schütte, Christof
Zhang, Wei
Source :
Journal of Statistical Physics. Jun2019, Vol. 175 Issue 6, p1214-1261. 48p.
Publication Year :
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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00224715
Volume :
175
Issue :
6
Database :
Academic Search Index
Journal :
Journal of Statistical Physics
Publication Type :
Academic Journal
Accession number :
136999846
Full Text :
https://doi.org/10.1007/s10955-019-02286-4