UMA: A Family of Universal Models for Atoms
#1603 Spotlight · Brandon Wood, Misko Dzamba, Xiang Fu, Meng Gao, Muhammed Shuaibi, Luis Barroso-Luque, Kareem Abdelmaqsoud, Vahe Gharakhanyan, John Kitchin, Daniel Levine, Kyle Michel, Anuroop Sriram, Taco Cohen, Abhishek Das, Sushree Sahoo, Ammar Rizvi, Zachary Ulissi, Larry Zitnick
We introduce a Universal Model for Atoms (UMA), trained on nearly half a billion 3D atomic structures, designed to push accuracy, speed, and generalization in atomic simulations across chemistry using a single model without fine-tuning.
