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researcher

Cameron J. Owen

13 papers hereh-index 141.5k citations35 works total

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

author position
  • first author6
  • middle author6

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci9
  • physics.comp-ph3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedActive learning of reactive Bayesian force fields: Application to heterogeneous hydrogen-platinum catalysis dynamics

147 citations · 231 across the 13 of their papers we have counts for

collaborators
Showing 2024 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2024★ 4 cited

Thermodynamically Informed Multimodal Learning of High-Dimensional Free Energy Models in Molecular Coarse Graining

Blake R. Duschatko, Xiang Fu, Cameron Owen +4

We present a differentiable formalism for learning free energies that is capable of capturing arbitrarily complex model dependencies on coarse-grained coordinates and finite-temper…

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