arriemeijer-creator /AeroJAX
AeroJAX: A differentiable, structure-preserving framework for real-time flow simulation, control, and inverse design. Architected for neural operator integration and latent-space acceleration. Built with JAX.
Python331
differentiable-physics 开源项目推荐（66 个）
differentiable-physics 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。
20收录项目
1692Star 总量
3覆盖语言
相关标签
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 66 个仓库
Ceyron /exponax
Efficient Differentiable n-d PDE Solvers in JAX.
Jupyter Notebook234
pasteurlabs /tesseract-core
Universal components for differentiable scientific computing. 📦
Python138
agdestein /IncompressibleNavierStokes.jl
Incompressible Navier-Stokes solver
Julia118
tum-pbs /apebench
[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)
Python111
a-paulus /softjax
A library for soft differentiable relaxations of common JAX functions.
Python102
ctu-vras /monoforce
[IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] MonoForce: Learnable Image-conditioned Physics Engine
Jupyter Notebook94
MatthewFilipovich /pycharge
基于JAX构建的移动点电荷电磁模拟库
Python89
a-paulus /softtorch
A library for soft differentiable relaxations of common PyTorch functions.
Python82
Lihonggang-scnu /VeriTMM
Verifier-first transfer-matrix workbench for multilayer optics and differentiable inverse design
Python68
XJay18 /NeuMA
[NeurIPS 2024] NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
Python61
JaxionProject /jaxion
A simple JAX-powered simulation library for numerical experiments of fuzzy dark matter, stars, gas + more!
Jupyter Notebook53
bertoldi-collab /DifFlexMM
Differentiable Flexible Mechanical Metamaterials
Jupyter Notebook40
gengshan-y /ppr-diffphys
This repo contains the differentiable physics simulation module in "PPR: Physically Plausible Reconstruction from Monocular Videos". ICCV 23.
Python33
ddrous /Updes
Universal Partial Differential Equations Simulator
Python27
pasteurlabs /mosaic
A benchmark suite for differentiable physics solvers.
Python27
mhpi /generic_deltamodel
Generic framework for building differentiable models.
Python25
mhpi /hydrodl2
Repository for MHPI differentiable hydrological models.
Python24
jejjohnson /jaxsw
Simple differentiable approximate ocean models built with JAX.
Jupyter Notebook19
Ceyron /trainax
Training methodologies for autoregressive neural operators/emulators in JAX.
Python16
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序，每次展示前 20 个项目；原始页面见 https://github.com/topics/differentiable-physics。
- 该话题在 GitHub 上共有 66 个仓库， 本站收录的是其中最热门的 20 个，不是全量列表。
- Star / Fork 每日自动刷新一次，实时数据以 GitHub 为准。
- 当前 20 个项目累计 1692 Star，覆盖 3 种主要语言，数据更新于 2026-11-08。
- 中文介绍来自 GitHub 官方话题说明（github/explore）的机器翻译，可点「查看原文」对照；译文缺失时会先展示原文。