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    Variational characterization of free energy: Theory and algorithms (2017)
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    Publication Date: 2023-11-06
    Description: The article surveys and extends variational formulations of the thermodynamic free energy and discusses their information-theoretic content from the perspective of mathematical statistics. We revisit the well-known Jarzynski equality for nonequilibrium free energy sampling within the framework of importance sampling and Girsanov change-of-measure transformations. The implications of the different variational formulations for designing efficient stochastic optimization and nonequilibrium simulation algorithms for computing free energies are discussed and illustrated.
    Language: English
    Type: reportzib , doc-type:preprint
    Format: application/pdf
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