UMA: A Family of Universal Models for Atoms
#1603 Spotlight · Brandon M Wood, Misko Dzamba, Xiang Fu, Meng Gao, Muhammed Shuaibi, Luis Barroso-Luque, Kareem Abdelmaqsoud, Vahe Gharakhanyan, John R. Kitchin, Daniel S. Levine, Kyle Michel, Anuroop Sriram, Taco Cohen, Abhishek Das, Sushree Jagriti Sahoo, Ammar Rizvi, Zachary Ward Ulissi, C. Lawrence 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.
