ahlawat-paramvir's Stars
matlantis-pfcc/matlantis-contrib
general-molecular-simulations/so3lr
SO3krates and Universal Pairwise Force Field for Molecular Simulation
thorben-frank/mlff
Build neural networks for machine learning force fields with JAX
ICAMS/grace-tensorpotential
GRACE models and gracemaker (as implemented in TensorPotential package)
apple/ml-sigmoid-attention
orbital-materials/orb-models
ORB forcefield models from Orbital Materials
MDIL-SNU/SevenNet
SevenNet - a graph neural network interatomic potential package supporting efficient multi-GPU parallel molecular dynamics simulations.
tdep-developers/tdep
The Temperature Dependent Effective Potentials (TDEP) code
Luthaf/vesin
Compute neighbor lists for atomistic systems
nickjbrowning/cuda_mace
CUDA implementations of MACE models
dftworks/dftworks
brucefan1983/GPUMD
Graphics Processing Units Molecular Dynamics
mir-group/nequip
NequIP is a code for building E(3)-equivariant interatomic potentials
ilyes319/mfn
lucidrains/alphafold3-pytorch
Implementation of Alphafold 3 in Pytorch
HazyResearch/ThunderKittens
Tile primitives for speedy kernels
google-deepmind/materials_discovery
chiang-yuan/llamp
A web app and Python API for multi-modal RAG framework to ground LLMs on high-fidelity materials informatics. An agentic materials scientist powered by @materialsproject, @langchain-ai, and @openai
pyscf/gpu4pyscf
A plugin to use Nvidia GPU in PySCF package
ACEsuit/mace-mp
MACE-MP models
bytedance/bamboo
BAMBOO (Bytedance AI Molecular BOOster) is an AI-driven machine learning force field designed for precise and efficient electrolyte simulations.
mir-group/pair_allegro
LAMMPS pair style for Allegro deep learning interatomic potentials with parallelization support
pfnet-research/charge_transfer_nnp
Graph neural network potential with charge transfer
masaochi/TC
TC++ transcorrelated method for solid-state calculation
TinkerTools/tinker-hp
Tinker-HP: High-Performance Massively Parallel Evolution of Tinker on CPUs & GPUs
anharmonic/anharmonic.github.io
D3Q + thermal2
lucidrains/imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch