249 citations · 326 across the 9 of their papers we have counts for
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cond-mat.mtrl-sci2024★ 1 cited
Performance of the MACE-MP-0 potential for calculating viscosity in LiF molten salt
Harvey L. Devereux, Margaret-Ann Withington, Cillian Cockrell +2
We perform molecular dynamics simulations of molten Lithium Fluoride using the MACE-MP-0 (small) machine learnt interatomic potential and the classical Buckingham and Born-Huggins-…
physics.chem-ph2024★ 249 cited
A foundation model for atomistic materials chemistry
Ilyes Batatia, Philipp Benner, Yuan Chiang +85
Atomistic simulations of matter, especially those that leverage first-principles (ab initio) electronic structure theory, provide a microscopic view of the world, underpinning much…