Please use this identifier to cite or link to this item: https://scholarbank.nus.edu.sg/handle/10635/236769
Title: FLUCTUATION RELATIONS USING BAYESIAN RETRODICTION: LINKS WITH OTHER FLUCTUATION RELATIONS AND THE CHOICE OF REFERENCE PRIOR IN DIFFERENT CONTEXTS
Authors: JULIEN, CHRISTIAN, DENIS PRODHON
ORCID iD:   orcid.org/0000-0002-3802-1224
Keywords: fluctuation relations, Bayesian retrodiction, reference prior, irreversivility, hidden markov model
Issue Date: 31-Oct-2022
Citation: JULIEN, CHRISTIAN, DENIS PRODHON (2022-10-31). FLUCTUATION RELATIONS USING BAYESIAN RETRODICTION: LINKS WITH OTHER FLUCTUATION RELATIONS AND THE CHOICE OF REFERENCE PRIOR IN DIFFERENT CONTEXTS. ScholarBank@NUS Repository.
Abstract: Fluctuation relations (FR) are used to study irreversibility and usually involve the comparison between a process and its corresponding "reverse" process. Recently, Bayesian retrodiction (BR) has been used to derive classical and quantum FR, and expand their application domain. This work explores the choice of the reference prior in this context for different scenarios, the minimization of the distance between the forward and the reverse processes, and the reference prior chosen in experiments to verify the FR. We also investigate other FR found in the literature, such as those by Hatano and Sasa, and connect them to the BR formalism.
URI: https://scholarbank.nus.edu.sg/handle/10635/236769
Appears in Collections:Master's Theses (Open)

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