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U. C. Berkeley

8 papers hereh-index 303.2k citations69 works total

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  • astro-ph.GA1
  • astro-ph.IM1
  • astro-ph.SR1
  • cond-mat.mtrl-sci1
  • physics.app-ph1
  • physics.geo-ph1

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20242026
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cond-mat.mtrl-sci2025

A Foundational Potential Energy Surface Dataset for Materials

Aaron D. Kaplan, Runze Liu, Ji Qi +6

Accurate potential energy surface (PES) descriptions are essential for atomistic simulations of materials. Universal machine learning interatomic potentials (UMLIPs)1−3 offer…

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