News

Joined Prometheus as a founding AI Research Scientist.

Our paper Open Molecular Crystals 2025 (OMC25) is published in Nature Scientific Data.

UMA accepted at NeurIPS 2025.

Released FastCSP, an open-source crystal structure prediction workflow powered entirely by UMA, along with the OMC25 paper.

Released the Open DAC 2025 dataset for direct air capture sorbent discovery.

Two papers accepted at ICML 2025: Adjoint Sampling and All-atom Diffusion Transformers.

Released UMA, a family of universal models for atoms trained on half a billion 3D atomic structures.

Kinetic-optimal discrete flow matching accepted at ICLR 2025.

FlowLLM accepted at NeurIPS 2024.

Open DAC 2023 (ODAC23) published in ACS Central Science, with coverage from TechCrunch and others.

FlowMM accepted at ICML 2024.

Fine-tuned LLMs for stable materials generation accepted at ICLR 2024.