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researcher

S. Vinko

50 papers hereh-index 283.1k citations142 works total

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

author position
  • first author2
  • middle author20
  • last author21

Across the 43 of 50 papers where every author was matched, so the position is known.

fields
  • physics.plasm-ph26
  • cond-mat.mtrl-sci11
  • cond-mat.str-el3
  • physics.chem-ph3
  • gr-qc2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedLearning the exchange-correlation functional from nature with fully differentiable density functional theory

102 citations · 466 across the 48 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 4 cited

ξ-torch: differentiable scientific computing library

Muhammad F. Kasim, Sam M. Vinko

Physics-informed learning has shown to have a better generalization than learning without physical priors. However, training physics-informed deep neural networks requires some asp…

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