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Matthias Rupp

17 papers hereh-index 318.5k citations67 works total

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

author position
  • first author2
  • middle author11
  • last author3

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph9
  • cond-mat.mtrl-sci3
  • physics.comp-ph3
  • cs.SE1
  • stat.ML1
same name
  • Matthias Rupp — 4 papers, h 5
  • Matthias Rupp — 1 paper
  • Matthias Rupp — 1 paper, h 6
  • Matthias Rupp — 1 paper, h 0

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
20112023
most citedBig Data meets Quantum Chemistry Approximations: The Δ-Machine Learning Approach

922 citations · 3.5k across the 16 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

physics.chem-ph2014

Understanding Machine-learned Density Functionals

Li Li, John C. Snyder, Isabelle M. Pelaschier +6

Kernel ridge regression is used to approximate the kinetic energy of non-interacting fermions in a one-dimensional box as a functional of their density. The properties of different…

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