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researcher

J. D. Morrow

7 papers hereh-index 7228 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph4
  • cond-mat.mtrl-sci2
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedHow to validate machine-learned interatomic potentials

129 citations · 188 across the 7 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

physics.chem-ph2025

Global properties of the energy landscape: a testing and training arena for machine learned potentials

Vlad Cărare, Fabian L. Thiemann, Joe Morrow +3

Machine learning interatomic potentials (MLIPs) have achieved remarkable accuracy on standard benchmarks, yet their ability to reproduce molecular kinetics -- critical for reaction…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.