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ai4s-research / awesome-ai-for-science

A curated list of awesome AI tools, libraries, papers, datasets, and frameworks that accelerate scientific discovery β€” from physics and chemistry to biology, materials, and beyond.

β–² ~12/7d β˜… 2.0k 1d ago
mbzuai-nlp / ChemLab-Assets

simulation-ready chemistry lab instruments: part-level geometry, joints, executable behaviour models and machine-readable contracts

β–² ~9/7d β˜… 33 Python 3d ago
pyscf / pyscf

Python module for quantum chemistry

β–² ~7/7d β˜… 1.7k Python 2d ago
reymond-group / smilesDrawer

A small, highly performant JavaScript component for parsing and drawing SMILES strings. Released under the MIT license.

β–² ~7/7d β˜… 619 JavaScript 3d ago
deepmodeling / deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

β–² ~5/7d β˜… 2.1k Python 1d ago
quantumlib / OpenFermion

Python package for compiling and analyzing quantum algorithms to simulate electronic structures.

β–² ~5/7d β˜… 1.7k Python 4d ago
microsoft / aurora

Implementation of the Aurora model for Earth system forecasting

β–² ~5/7d β˜… 1.0k Python 10d ago
3dmol / 3Dmol.js

WebGL accelerated JavaScript molecular graphics library

β–² ~5/7d β˜… 1.0k Jupyter Notebook 3d ago
ad-si / Woxi

Wolfram Language / Mathematica reimplementation in Rust (Wolfram oxidized)

β–² ~5/7d β˜… 944 Rust today
epam / ketcher

Web-based molecule sketcher

β–² ~5/7d β˜… 917 TypeScript 1d ago
MolecularAI / REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

β–² ~5/7d β˜… 882 Python 11d ago
duerrsimon / bioicons

A library of free open source icons for science illustrations in biology and chemistry

β–² ~4/7d β˜… 1.8k Vue 1d ago
MDAnalysis / mdanalysis

MDAnalysis is a Python library to analyze molecular dynamics simulations.

β–² ~4/7d β˜… 1.7k Python today
psi4 / psi4

Open-Source Quantum Chemistry – an electronic structure package in C++ driven by Python

β–² ~4/7d β˜… 1.2k C++ today
OpenChemistry / avogadrolibs

Avogadro libraries provide 3D rendering, visualization, analysis and data processing useful in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.

β–² ~4/7d β˜… 692 C++ today
K-Dense-AI / drug-discovery-agent-skills

Agent Skills for small-molecule and protein therapeutics: cheminformatics, molecular ML, docking and dynamics, protein design platforms, and target-discovery knowledge graphs.

β–² ~4/7d β˜… 47 Python 5d ago
PennyLaneAI / pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

β–² ~2/7d β˜… 3.5k Python today
chemprop / chemprop

Message Passing Neural Networks for Molecule Property Prediction

β–² ~2/7d β˜… 2.5k Python 3d ago
janosh / diagrams

Diagrams of concepts in physics/chemistry/ML

β–² ~2/7d β˜… 705 Typst 2d ago
Tyche-MKR / scientific-agent-skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

β–² ~2/7d β˜… 82 Python 1mo ago
JulesOpp / Crystal-Builder

A complete software environment for modeling and simulating materials, tailored for a MOF chemist

β–² ~2/7d β˜… 52 Python today
mir-group / nequip

NequIP is a code for building E(3)-equivariant interatomic potentials

β–² ~0/7d β˜… 970 Python 5d ago
PennyLaneAI / demos

Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

β–² ~0/7d β˜… 679 Python today
bjodah / chempy

βš— A package useful for chemistry written in Python

β–² ~0/7d β˜… 659 Python 3d ago
cdk / cdk

The Chemistry Development Kit

β–² ~0/7d β˜… 610 Java today
opencobra / cobrapy

COBRApy is a package for constraint-based modeling of metabolic networks.

β–² ~0/7d β˜… 589 Python 12d ago
aj-dev-smith / canalisation

A xenobotany engine grown from auxin transport. Leaf arrangement, veins, silhouettes, petals and fruit all emerge from the chemistry. Nothing about the plant's shape is drawn.

β–² ~0/7d β˜… 38 HTML 1mo ago
nwchemgit / nwchem

NWChem: Open Source High-Performance Computational Chemistry

β–² ~-2/7d β˜… 627 Fortran 1d ago