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researcher

Kyle Bystrom

12 papers hereh-index 91.1k citations12 works total

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

author position
  • first author6
  • middle author3
  • last author1

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph7
  • cond-mat.mtrl-sci4
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedCIDER: An Expressive, Nonlocal Feature Set for Machine Learning Density Functionals with Exact Constraints

36 citations · 83 across the 10 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2024★ 4 cited

A Recipe for Charge Density Prediction

Xiang Fu, Andrew Rosen, Kyle Bystrom +5

In density functional theory, charge density is the core attribute of atomic systems from which all chemical properties can be derived. Machine learning methods are promising in si…

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