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Jonathan W. Siegel

22 papers hereh-index 151.1k citations43 works total

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

author position
  • sole author5
  • first author8
  • middle author5
  • last author3

Across the 21 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • math.NA4
  • math.OC3
  • cs.LG2
  • cond-mat.mtrl-sci1
  • cs.CV1
same name
  • Jonathan W. Siegel — 9 papers, h 5
  • Jonathan W. Siegel — 5 papers, h 2

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
20192024
most citedSharp Bounds on the Approximation Rates, Metric Entropy, and n-widths of Shallow Neural Networks

60 citations · 202 across the 22 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

1 paper · 1 filter

cond-mat.mtrl-sci2020★ 40 cited

Extensible Structure-Informed Prediction of Formation Energy with Improved Accuracy and Usability employing Neural Networks

Adam M. Krajewski, Jonathan W. Siegel, Jinchao Xu +1

In the present paper, we introduce a new neural network-based tool for the prediction of formation energies of atomic structures based on elemental and structural features of Voron…

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