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UMA: A Family of Universal Models for Atoms
ai.meta.com/research/publicati

family of Universal Models for Atoms (UMA), designed to push the frontier of speed, accuracy, and
generalization. UMA models are trained on half a billion unique 3D atomic structures (the largest
training runs to date) by compiling data across multiple chemical domains, e.g. molecules, materials,
and catalysts.

Reviewer #2 said my 80 ns simulations are too short.

I would also like longer simulations. However, I simulated the whole RNA Polymerase I complex with DNA with about 800k atoms. Which is far larger than usual systems in MD simulations. If I wanted microsecond scale simulations for this system, I would need months of calculation time. Furthermore, the simulations were not the main point of the story, they just supported the experiments...