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researcher

Patrick F. Riley

13 papers hereh-index 1713.9k citations24 works total

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

author position
  • middle author6
  • last author7

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML2
  • cs.NE1
  • physics.chem-ph1
  • physics.comp-ph1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedNeural Message Passing for Quantum Chemistry

3.8k citations · 8.2k across the 13 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2022★ 44 cited

Evolving symbolic density functionals

He Ma, Arunachalam Narayanaswamy, Patrick Riley +1

Systematic development of accurate density functionals has been a decades-long challenge for scientists. Despite the emerging application of machine learning (ML) in approximating…

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