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researcher

D. Wilkins

9 papers hereh-index 213.1k citations48 works total

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

author position
  • sole author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph8
  • cond-mat.mtrl-sci1
same name
  • D. Wilkins — 28 papers, h 29
  • D. Wilkins — 8 papers, h 17
  • D. Wilkins — 1 paper, h 18

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
20152022
most citedSymmetry-Adapted Machine-Learning for Tensorial Properties of Atomistic Systems

322 citations · 328 across the 5 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

1 paper · 1 filter

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.