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researcher

Alex Heilman

4 papers hereh-index 210 citations4 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn1
  • cond-mat.mtrl-sci1
  • physics.comp-ph1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedEquivariant Graph Neural Networks for Prediction of Tensor Material Properties of Crystals

3 citations · 5 across the 4 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cond-mat.dis-nn2026

Point Group Equivariant Graph Neural Networks for Materials

Alexander J. Heilman, Qimin Yan

Equivariant graph neural networks have proven effective tools for inference of material's properties directly from their structure. Traditionally, these have been applied such that…

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