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researcher

G. Simm

17 papers hereh-index 172.9k citations20 works total

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

author position
  • first author9
  • middle author7

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

fields
  • physics.chem-ph9
  • stat.ML6
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedMACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

304 citations · 1.4k across the 15 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

physics.chem-ph2026

A strategic roadmap for an atomistic machine-learning ecosystem

Jörg Behler, Michele Ceriotti, Cecilia Clementi +47

Data-driven machine learning (ML) techniques have become an essential tool in many domains of science. Their application to atomistic simulations of matter is particularly widespre…

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