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Matthias Rupp

2 papers hereh-index 51.8k citations6 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn1
  • cond-mat.mtrl-sci1
same name
  • Matthias Rupp — 4 papers, h 31
  • Matthias Rupp — 3 papers
  • Matthias Rupp — 1 paper, h 6

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

collaborators
Showing cond-mat.mtrl-sciShow all

1 paper · 1 filter

cond-mat.mtrl-sci2024

Hydrogen under Pressure as a Benchmark for Machine-Learning Interatomic Potentials

Thomas Bischoff, Bastian Jäckl, Matthias Rupp

Machine-learning interatomic potentials (MLPs) are fast, data-driven surrogate models of atomistic systems' potential energy surfaces that can accelerate ab-initio molecular dynami…

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