513 skills found · Page 1 of 18
facebookarchive / ReboundA Java library that models spring dynamics and adds real world physics to your app.
google-deepmind / Mujoco MenagerieA collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.
NVIDIA / PhysicsnemoOpen-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
SciML / ModelingToolkit.jlAn acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
pybamm-team / PyBaMMFast and flexible physics-based battery models in Python
pnnl / NeuromancerPytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
MyoHub / MyosuiteMyoSuite 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.
neuralgcm / NeuralgcmHybrid ML + physics model of the Earth's atmosphere
skevy / WobbleA tiny (~1.7 KB gzipped) spring physics micro-library that models a damped harmonic oscillator.
facebookresearch / MetamotivoThe first behavioral foundation model to control a virtual physics-based humanoid agent for a wide range of whole-body tasks.
mathLab / PINAPhysics-Informed Neural networks for Advanced modeling
FormidableLabs / RenatureA physics-based animation library for React focused on modeling natural world forces.
Vandermode / ELDPhysics-based Noise Modeling for Extreme Low-light Photography (CVPR 2020 Oral & TPAMI 2021)
Newbeeer / PfgmppCode for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"
facebookresearch / PhysicsLM4Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality
NVIDIA / Physicsnemo SymFramework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as higher level abstraction for domain experts
vlongle / PixieFeed-forward model for predicting 3D physics with 3DGS + NeRF
maziarraissi / DeepHPMsDeep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
OpenSourcePhysics / TrackerVideo analysis and modeling tool built on the Open Source Physics framework
MasterAI-EAM / DarwinAn open-source project dedicated to build foundational large language model for natural science, mainly in physics, chemistry and material science.
