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Muhammed Shuaibi

2 accepted papers

2025

UMA: A Family of Universal Models for Atoms

NeurIPS 2025spotlight

The ability to quickly and accurately compute properties from atomic simulations is critical for advancing a large number of applications in chemistry and materials science including drug discovery, energy storage, and semiconductor manufacturing. To address this need, we present a family of Univers…

Cited by 0SourceScholar
2022

Spherical Channels for Modeling Atomic Interactions

NeurIPS 2022accept

Modeling the energy and forces of atomic systems is a fundamental problem in computational chemistry with the potential to help address many of the world’s most pressing problems, including those related to energy scarcity and climate change. These calculations are traditionally performed using Dens…