entropy-production

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portyanikhin / vcrc

Vapor-compression refrigeration cycles analysis tool

cross-platform analysis systems thermodynamics cycles coolprop refrigeration entropy-production refrigerants vapor-compression

Updated Aug 17, 2026
C#

neep

kdkyum / neep

Star 11

Official PyTorch implementation of "Learning Entropy Production via Neural Networks" (PRL 2020).

deep-learning pytorch nonequilibrium-physics entropy-production

Updated Jun 22, 2022
Jupyter Notebook

tsuboshun / LearnEntropy

Star 8

This repository estimates the entropy production rate from trajectory data using machine learning. The method is based on the thermodynamic uncertainty relation.

machine-learning statistical-physics entropy-production

Updated Feb 19, 2021
HTML

DissipativeAI / About-DissipativeAI

Star 5

智能源于耗散结构优化自身不确定性的自指耗散 "Intelligence arises from dissipative structures optimizing their own uncertainty through self-referential dissipation."

artificial-neural-networks independent-research free-energy-principle entropy-production dissipative-systems dissipative-intelligence dissipative-ai dissipative-structures thermodynamic-optimizers symbol-grounding-problem dissipativism

Updated Dec 19, 2025

chinghao0703 / ThermoTransport

Star 1

matlab thermodynamics protein-protein-interaction kinetic-modeling entropy-production dissipation futile-cycle

Updated Jan 15, 2018
MATLAB

imchriscy / entropy-production-attractor-selection

Star 0

Code and data for: Entropy production does not select attractors -- closed-form counter-examples, a thermodynamic gauge freedom, and the prefactor that does decide

reproducible-research wkb chemical-reaction-networks large-deviations entropy-production stochastic-thermodynamics