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Christopher R. Collins

4 papers hereh-index 7508 citations8 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172019
most citedTuning the Molecular Weight Distribution from Atom Transfer Radical Polymerization Using Deep Reinforcement Learning

68 citations · 120 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

physics.chem-ph2018

A Density Functional Tight Binding Layer for Deep Learning of Chemical Hamiltonians

Haichen Li, Christopher Collins, Matteus Tanha +2

Current neural networks for predictions of molecular properties use quantum chemistry only as a source of training data. This paper explores models that use quantum chemistry as an…

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