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researcher

M. Swift

5 papers here

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci3
  • cond-mat.str-el1
  • physics.comp-ph1
same name
  • M. Swift — 6 papers, h 23
  • M. Swift — 4 papers, h 42

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
20182021
most citedFirst-principles prediction of potentials and space-charge layers in all-solid-state batteries

110 citations · 125 across the 3 of their papers we have counts for

collaborators
Showing physics.comp-phShow 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.