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researcher

Julia Westermayr

27 papers hereh-index 171.6k citations48 works total

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

author position
  • first author10
  • middle author7
  • last author9

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph18
  • cond-mat.mtrl-sci4
  • physics.comp-ph3
  • cs.CY1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedMachine learning for electronically excited states of molecules

402 citations · 1.7k across the 26 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

physics.chem-ph2019★ 68 cited

Neural networks and kernel ridge regression for excited states dynamics of CH2​NH2+​: From single-state to multi-state representations and multi-property machine learning models

Julia Westermayr, Felix A. Faber, Anders S. Christensen +2

Excited-state dynamics simulations are a powerful tool to investigate photo-induced reactions of molecules and materials and provide complementary information to experiments. Since…

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