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isaac-sim / IsaacLab

Unified framework for robot learning with multi-physics/renderer support

โ˜… 8.4k Python today
newton-physics / newton

An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers.

โ˜… 5.8k Python today
google-deepmind / dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

โ˜… 4.7k Python today
st-tech / ppf-contact-solver

A contact solver for physics-based simulations involving ๐Ÿ‘š shells, ๐Ÿชต solids, ๐Ÿชข rods, ๐Ÿงฑ rigid bodies and โณ sand.

โ˜… 4.6k Python today
NVIDIA / physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

โ˜… 3.4k Python today
NVlabs / ProtoMotions

ProtoMotions is a GPU-accelerated simulation and learning framework for training physically simulated digital humans and humanoid robots.

โ˜… 2.4k Python 4d ago
ChenlizheMe / Infernux

Building a Neural Network-Native Engine (3N). Python authoring, C++ runtime, Vulkan/WebGPU. Windows, Linux, Android and Web.

โ˜… 2.0k Python today
robocasa / robocasa

RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots

โ˜… 1.8k Python 2d ago
pypose / pypose

A library for differentiable robotics on manifolds.

โ˜… 1.6k Python 3d ago
pnnl / neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

โ˜… 1.4k Python 1d ago
MyoHub / myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

โ˜… 1.3k Python today
viblo / pymunk

Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python

โ˜… 1.1k Python 1d ago
optiland / optiland

Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

โ˜… 1.0k Python today
torchgeo / terratorch

A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

โ˜… 874 Python 5d ago
PINA-org / PINA

Physics-Informed Neural networks for Advanced modeling

โ˜… 799 Python today
PlasmaPy / PlasmaPy

An open source Python package for plasma research and education

โ˜… 718 Python today
netket / netket

Machine learning algorithms for many-body quantum systems

โ˜… 703 Python 1d ago
simpeg / simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

โ˜… 690 Python today
fatiando / verde

Processing and gridding spatial data, machine-learning style

โ˜… 675 Python 21d ago
jcmgray / quimb

A python library for quantum information and many-body calculations including tensor networks.

โ˜… 670 Python 6d ago
dynamicslab / hydrogym

An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.

โ˜… 555 Python 1d ago
gimli-org / pyGIMLi

Geophysical Inversion and Modeling Library :earth_africa:

โ˜… 514 Python 4d ago
MirroS-Lab / Code-as-World

Code as World: Agentic Discovery of Executable World Representations for Physical Reasoning

โ˜… 422 Python 1mo ago
BootLoops-ai / bootloops

BootLoops 1.0: certified computational tools and house engines for exact and high-precision physics and quantitative science, built to be driven by LLM agents. MIT; docs CC BY 4.0.

โ˜… 399 Python 12d ago
NandhaKishorM / vegaml

Typed decisions from a frozen language model and a small physics engine: calibrated probabilities, conformal sets, 73k context, images.

โ˜… 279 Python 1d ago
qianye-wuyu / yueyuan-bazi

่ทƒๆธŠ YueYuan ยท ๅญๅนณๅ‘ฝ็†ๅˆ†ๆž็ณป็ปŸ๏ผˆ็ ”็ฉถๅž‹ๅ…ซๅญ—่งฃ่ฏป Skill๏ผšๅ‡่ฎพ-่ฏๆฎ-ๅ่ฏใ€่ง„ๅˆ™ๅˆ†ๅฑ‚ใ€้ข„ๆณจๅ†Œ้ข„ๆต‹+ๅŽ้ชŒ้ชŒ่ฏใ€ๅ˜ๆ ผๅ››ๆ€็Šถๆ€ๆœบใ€100 ๆกˆไพ‹ๆต‹่ฏ•๏ผ‰

โ˜… 274 Python 1mo ago
JianouJiang / symbolic-regression-pe-closure

Code and data records: Combining symbolic regression and turbulence physics to develop a compact inner-layer production-dissipation closure โ€” Jiang & Rosic, Physics of Fluids 38, 095140 (2026), Featured Article. doi:10.1063/5.0347368

โ˜… 198 Python 22d ago
robosimstudio / robosimstudio

An open interactive toolkit that accelerates human and agentic physics-based Real2Sim of Robot Manipulation Tasks

โ˜… 195 Python 2d ago
hastylmao / Hasty-CR

Deterministic Clash Royale simulator and a reinforcement-learning agent for 2.6 Hog Cycle. Integer-exact physics from client data, 1,600+ tests.

โ˜… 150 Python 10d ago
Mobaia / PhySpec

Physics-guided augmentation and multi-scale Transformer learning for low-resource spectroscopy; CNMM-MSST XRF implementation optimized based on the JAAS paper.

โ˜… 98 Python 1mo ago
Dimweaker / jev-libero

Fine-grained robot control with Jev, physics previews, and configurable LIBERO tasks.

โ˜… 83 Python 29d ago
Lihonggang-scnu / VeriTMM

Verifier-first transfer-matrix workbench for multilayer optics and differentiable inverse design

โ˜… 79 Python 6d ago
connorkapoor / geofield-bracket

One learned latent for geometry + physics + manufacturability: give it a box and a load, get a solver-certified bracket. SE(3)-equivariant field model, immersed FEA, live 3D designer.

โ˜… 51 Python 1mo ago
haoming-luo / agentfem

AI-native open-source finite-element platform connecting engineering, computation, data, and AI.