entropy-production 开源项目推荐（11 个）

ronceray /StochasticForceInference

Learn stochastic differential equations (Langevin dynamics: drift/force and diffusion) from time series and trajectory data. Python + JAX.

portyanikhin /vcrc

Vapor-compression refrigeration cycles analysis tool

kdkyum /neep

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

tsuboshun /LearnEntropy

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

DissipativeAI /About-DissipativeAI

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."

chinghao0703 /ThermoTransport

该项目在 GitHub 上没有填写描述

imchriscy /entropy-production-attractor-selection

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

KangqiaoLiu /oscillation-relaxation-bounds

Code and data for the paper "Oscillation-relaxation bounds for Markov jump processes"

lexs-works /entropy

Pure ASM entropy from Intel silicon. No middleman.

kdkyum /odd_neep

Official PyTorch implementation of "Estimating entropy production in a stochastic system with odd-parity variables".

limabravoecho-collab /the-origin-of-life

The Origin of Life