LeMaterial

LeMaterial

Open-source collaboration to accelerate materials research across data, models, and tools.

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Built by an open community of materials scientists, ML researchers, and engineers.

Updates

Latest from LeMaterial

LeMat-Synth documentation is live

Explore how LeMat-Synth extracts structured synthesis procedures and performance data from materials science literature.

Read the docs

Atompack released

Atompack is now available as a fast storage and distribution layer for read-heavy atomistic ML datasets.

Explore Atompack

LeMat-GenBench released

LeMat-GenBench is now released with a public leaderboard on Hugging Face.

View leaderboard

Community Contributors

LeMaterial brings together researchers and engineers from institutions across academia and industry. The organizations below reflect the affiliations of contributors to LeMaterial initiatives.

Entalpic Entalpic Entalpic
Hugging Face Hugging Face Hugging Face
EPFL EPFL
Chalmers University of Technology Chalmers University of Technology
FAIR-Meta FAIR-Meta
Mila Mila
MIT MIT
UCSB UCSB
University of Cambridge University of Cambridge
Imperial College London Imperial College London
ETH Zurich ETH Zurich
IIT Delhi IIT Delhi
IBM IBM
AI Alliance AI Alliance
Paul Scherrer Institute Paul Scherrer Institute
NCCR MARVEL NCCR MARVEL
ENSA Lyon UMR MAP ARIA ENSA Lyon UMR MAP ARIA
Newfound Materials Newfound Materials

Get Involved

Contribute to LeMaterial

Bring your ideas, datasets, models, or tooling. We welcome contributions from students, researchers, and practitioners.

Join the Community

Connect with contributors, ask questions, and follow ongoing initiatives in Slack.

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Propose a Project

Share a benchmark, dataset, or tooling idea and help shape upcoming collaborative work.

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Contribute on GitHub

Open issues or pull requests across LeMaterial projects, from datasets and models to tooling and infrastructure.

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