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R. Drautz

21 papers hereh-index 7325 citations25 works total

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

author position
  • middle author11
  • last author8

Across the 19 of 21 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci15
  • physics.chem-ph3
  • physics.comp-ph3
same name
  • R. Drautz — 48 papers, h 43
  • R. Drautz — 1 paper, h 3
  • R. Drautz — 1 paper, h 4

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
20242026
most citedA practical guide to machine learning interatomic potentials -- Status and future

203 citations · 216 across the 18 of their papers we have counts for

collaborators
Showing 2026 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2026

Fast contracted Clebsch--Gordan tensor products for equivariant graph neural networks

Anton Bochkarev, Yury Lysogorskiy, Ralf Drautz

We present an O(L3) algorithm for evaluating contracted Clebsch--Gordan tensor products in O(3)-equivariant machine learning potentials at fixed Canonical P…

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