A general-purpose machine-learning force field for bulk and nanostructured phosphorus

HIGHLIGHTS

  • who: Volker L. Deringer from the Inorganic Chemistry Laboratory University of, Espoo, Finland have published the research: A general-purpose machine-learning force field for bulk and nanostructured phosphorus, in the Journal: NATURE COMMUNICATIONS NATURE COMMUNICATIONS
  • what: The authors show how a 2 general reference database can be constructed by starting from an existing GAP-RSS model and complementing it with suitably chosen 3D and 2D structures, thus combining two databasegeneration approaches that have so far been largely disjoint, and giving exquisite (few meV per atom) accuracy in the most relevant regions of configuration space . . .

     

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