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researcher

Andrea Grisafi

19 papers hereh-index 161.9k citations29 works total

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

author position
  • first author9
  • middle author5
  • last author4

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci8
  • physics.chem-ph8
  • physics.comp-ph2
  • cond-mat.stat-mech1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedSymmetry-Adapted Machine-Learning for Tensorial Properties of Atomistic Systems

322 citations · 383 across the 12 of their papers we have counts for

collaborators
Showing 2017 · cond-mat.mtrl-sciShow all

1 paper · 2 filters

cond-mat.mtrl-sci2017★ 322 cited

Symmetry-Adapted Machine-Learning for Tensorial Properties of Atomistic Systems

Andrea Grisafi, David M. Wilkins, Gábor Csányi +1

Statistical learning methods show great promise in providing an accurate prediction of materials and molecular properties, while minimizing the need for computationally demanding e…

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