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researcher

A. McSloy

3 papers hereh-index 6236 citations13 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci2
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedEquivariant analytical mapping of first principles Hamiltonians to accurate and transferable materials models

54 citations · 107 across the 3 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

physics.comp-ph2020★ 48 cited

A deep neural network for molecular wave functions in quasi-atomic minimal basis representation

M. Gastegger, A. McSloy, M. Luya +2

The emergence of machine learning methods in quantum chemistry provides new methods to revisit an old problem: Can the predictive accuracy of electronic structure calculations be d…

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