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Philip Loche

6 papers hereh-index 5131 citations7 works total

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author position
  • first author1
  • middle author3
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph4
  • cond-mat.mtrl-sci2

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedFast and flexible long-range models for atomistic machine learning

23 citations · 45 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

physics.chem-ph2024★ 23 cited

Fast and flexible long-range models for atomistic machine learning

Philip Loche, Kevin K. Huguenin-Dumittan, Melika Honarmand +5

Most atomistic machine learning (ML) models rely on a locality ansatz, and decompose the energy into a sum of short-ranged, atom-centered contributions. This leads to clear limitat…

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