UMA: A Family of Universal Models for Atoms.

Sushree Jagriti Sahoo

Brandon M. Wood Misko Dzamba Xiang Fu 0005 Meng Gao Muhammed Shuaibi Luis Barroso-Luque Kareem Abdelmaqsoud Vahe Gharakhanyan John R. Kitchin Daniel S. Levine 0003 Kyle Michel Anuroop Sriram Taco Cohen Abhishek Das Ammar Rizvi Sushree Jagriti Sahoo Zachary W. Ulissi C. Lawrence Zitnick UMA: A Family of Universal Models for Atoms. 2025 June abs/2506.23971 CoRR https://doi.org/10.48550/arXiv.2506.23971 db/journals/corr/corr2506.html#abs-2506-23971 streams/journals/corr

Boqin Zhang Xin Jing Qimen Xu Shashikant Kumar Abhiraj Sharma Lucas Erlandson Sushree Jagriti Sahoo Edmond Chow Andrew J. Medford John E. Pask Phanish Suryanarayana SPARC v2.0.0: Spin-orbit coupling, dispersion interactions, and advanced exchange-correlation functionals. 100649 2024 20 Softw. Impacts https://doi.org/10.1016/j.simpa.2024.100649 db/journals/simpa/simpa20.html#ZhangJXKSESCMPS24

Kareem Abdelmaqsoud Luis Barroso-Luque Edmond Chow Taco Cohen Abhishek Das Misko Dzamba Lucas Erlandson Xiang Fu 0005 Meng Gao Vahe Gharakhanyan Xin Jing John R. Kitchin Shashikant Kumar Daniel S. Levine 0003 Andrew J. Medford Kyle Michel John E. Pask Ammar Rizvi Abhiraj Sharma Muhammed Shuaibi Anuroop Sriram Phanish Suryanarayana Zachary W. Ulissi Brandon M. Wood Qimen Xu Boqin Zhang C. Lawrence Zitnick