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researcher

T. Smidt

55 papers hereh-index 287.1k citations86 works total

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

author position
  • first author1
  • middle author29
  • last author20

Across the 50 of 55 papers where every author was matched, so the position is known.

fields
  • cs.LG26
  • physics.comp-ph7
  • cond-mat.mtrl-sci5
  • physics.ins-det5
  • physics.flu-dyn4
  • physics.chem-ph3

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials

1.9k citations · 4k across the 54 of their papers we have counts for

collaborators
Showing 2020 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2020★ 67 cited

Direct prediction of phonon density of states with Euclidean neural networks

Zhantao Chen, Nina Andrejevic, Tess Smidt +6

Machine learning has demonstrated great power in materials design, discovery, and property prediction. However, despite the success of machine learning in predicting discrete prope…

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