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researcher

Matthew J. Hirn

29 papers hereh-index 222.8k citations73 works total

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

author position
  • sole author1
  • first author3
  • middle author11
  • last author12

Across the 27 of 29 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML6
  • eess.SP4
  • math.CA2
  • physics.comp-ph2
  • cs.CG1

identity via Semantic Scholar / OpenAlex

activity
20122024
most citedWavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties

15 citations · 46 across the 16 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

physics.comp-ph2020★ 15 cited

Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties

Paul Sinz, Michael W. Swift, Xavier Brumwell +4

The dream of machine learning in materials science is for a model to learn the underlying physics of an atomic system, allowing it to move beyond interpolation of the training set…

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