Entropic Probability and Context States

In a previous paper, we introduced an axiomatic system for information thermodynamics, deriving an entropy function that includes both thermodynamic and information components. From this function, we derived an entropic probability distribution for certain uniform collections of states. Here, we extend the concept of entropic probability to more general collections, augmenting the states by reservoir and context states. This leads to an abstract concept of free energy and establishes a relation between free energy, information erasure, and generalized work.

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Publication Details

Journal
Entropy
Published
2025-02-12
DOI
https://doi.org/10.3390/e27020187
Primary Topic
Quantum Mechanics and Applications
Type
article
Field-Weighted Citation Impact
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article

Entropic Probability and Context States

Michael Westmoreland, Benjamin Schumacher
Entropy
Quantum Mechanics and Applications
article

Entropic Probability and Context States

Michael Westmoreland, Benjamin Schumacher
article en

Abstract

In a previous paper, we introduced an axiomatic system for information thermodynamics, deriving an entropy function that includes both thermodynamic and information components. From this function, we derived an entropic probability distribution for certain uniform collections of states. Here, we extend the concept of entropic probability to more general collections, augmenting the states by reservoir and context states. This leads to an abstract concept of free energy and establishes a relation between free energy, information erasure, and generalized work.

EntropyVol. 27(2)
Kenyon College (US), Denison University (US)
Affordable and clean energy
Openalex Percentile: Top 98%
Quantum Mechanics and Applications
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