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Stochastic Thermodynamics of Associative Memory

cond-mat.stat-mech · 2026-01-03 · unverdicted · novelty 7.0

DenseAMs show tradeoffs between entropy production, retrieval accuracy, and speed at intermediate loads, with a new failure mode in higher-order networks at finite temperature.

Stochastic entropy production in scattering theory

cond-mat.mes-hall · 2026-04-11 · unverdicted · novelty 6.0

A stochastic framework for entropy production in coherent scattering theory is introduced that separates information and thermodynamic contributions and links them to transport fluctuations.

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