Fluctuation-Response Design Rules for Nonequilibrium Flows.

Biological machines like molecular motors and enzymes operate in dynamic cycles representable as stochastic flows on networks. Current stochastic dynamics describes such flows on fixed networks. Here, we develop a scalable approach to <i>network design</i> in which local transition rates can be systematically varied to achieve global dynamical objectives. It is based on the fluctuation-response duality in the recent Caliber Force Theory-a pathentropy variational formalism for nonequilibria. This approach scales efficiently with network complexity and gives new insights, for example revealing the transition from timing- to branching-dominated fluctuations in a kinesin motor model.

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Journal
PubMed
Published
2026-02-27
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
article
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article

Fluctuation-Response Design Rules for Nonequilibrium Flows.

Ken A. Dill, Ying-Jen Yang
PubMed
Advanced Thermodynamics and Statistical Mechanics
article

Fluctuation-Response Design Rules for Nonequilibrium Flows.

Ken A. Dill, Ying-Jen Yang
article en

Abstract

Biological machines like molecular motors and enzymes operate in dynamic cycles representable as stochastic flows on networks. Current stochastic dynamics describes such flows on fixed networks. Here, we develop a scalable approach to <i>network design</i> in which local transition rates can be systematically varied to achieve global dynamical objectives. It is based on the fluctuation-response duality in the recent Caliber Force Theory-a pathentropy variational formalism for nonequilibria. This approach scales efficiently with network complexity and gives new insights, for example revealing the transition from timing- to branching-dominated fluctuations in a kinesin motor model.

PubMed
Stony Brook University (US)
Openalex Percentile: Top 43%
Advanced Thermodynamics and Statistical Mechanics
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