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Klaus-Robert Müller

25 papers hereh-index 6316 citations14 works total

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

author position
  • middle author20
  • last author4

Across the 24 of 25 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph13
  • physics.comp-ph5
  • cs.LG4
  • cond-mat.mtrl-sci1
  • q-bio.QM1
  • stat.ML1
same name
  • Klaus-Robert Müller — 84 papers, h 133
  • Klaus-Robert Müller — 20 papers, h 9
  • Klaus-Robert Müller — 16 papers, h 17
  • Klaus-Robert Müller — 6 papers, h 5
  • Klaus-Robert Müller — 6 papers, h 5
  • Klaus-Robert Müller — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations · 6k across the 21 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

1 paper · 1 filter

cond-mat.mtrl-sci2021★ 76 cited

BIGDML: Towards Exact Machine Learning Force Fields for Materials

Huziel E. Sauceda, Luis E. Gálvez-González, Stefan Chmiela +3

Machine-learning force fields (MLFF) should be accurate, computationally and data efficient, and applicable to molecules, materials, and interfaces thereof. Currently, MLFFs often…

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