UMA meets SKALA in NYC!

UMA-1.1 is now live in fairchem-core-2.3 - github.com/facebookresear…! Read more about the improvements below!

uma-s-1.1 is now live in the UMA educational demo! facebook-fairchem-uma-demo.hf.space The demo featured in two tutorials recently - one at NAM by Profess.or Profess.and and one at LBL by Jagriti Sahoo! We also added some new tutorials on fine-tuning and DAC applications to fair-chem.github.io

LLMs are crowded. GNNs for atoms? Just getting started ⚛️ UMA 1.1 is out — a universal MLIP for real-world chemistry, biology, and materials. High-accuracy. Open-source. Huge open field. It feels like AlexNet days. One GPU, one idea = real impact that can change the world!🌎

A convolutional neural network built with PyTorch is supporting marine conservation efforts by detecting ghost nets in sonar scans with 94% accuracy. Trained and deployed on Azure using NVIDIA A100 GPUs, the model powers GhostNetZero ai. 🔗 Read @NVIDIA's blog to learn more:

That's a wrap for ICML 2025! 🎉 🇨🇦 Fun to present/discuss a bunch of recent work. In particular, Ray Gao and I presented: Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction, which received an oral 🎤 / spotlight poster 🖼️ 🙌 A huge shoutout

We’re excited to introduce the Open Direct Air Capture 2025 dataset, the largest open dataset for discovering advanced materials that capture CO2 directly from the air. Developed by Meta FAIR, Georgia Tech, and CuspAI, this release enables rapid, accurate screening of carbon

Excited to share ODAC25! 🎉 Nearly 70M DFT calculations for direct air capture - expanding beyond ODAC23 with new adsorbates, functionalized MOFs, synthetic MOFs, and improved accuracy. All data + models open sourced for the community to accelerate DAC sorbent discovery.

The Meta FAIR Chemistry team continues to make meaningful strides. 1️⃣ Today we’re announcing FastCSP, a workflow that generates stable crystal structures for organic molecules. This accelerates material discovery efforts and cuts down the time to design molecular crystals from

The FAIR Chemistry team at Meta is hiring an RS. We're looking for experience in generative modeling, sampling, or representation learning. Also a real interest in tackling practical computational chemistry challenges! Apply metacareers.com/jobs/134955460… Questions [email protected]