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researcher

E. Hall

10 papers hereh-index 7138 citations21 works total

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

author position
  • sole author2
  • first author4
  • middle author3
  • last author1

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

fields
  • math.NA4
  • math.PR2
  • cs.LG1
  • physics.comp-ph1
  • q-fin.CP1
  • stat.ML1
same name
  • E. Hall — 107 papers, h 86
  • E. Hall — 15 papers, h 12
  • E. Hall — 1 paper, h 9

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
20122026
most citedGINNs: Graph-Informed Neural Networks for Multiscale Physics

37 citations · 102 across the 10 of their papers we have counts for

collaborators
Showing 2020 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2020★ 37 cited

GINNs: Graph-Informed Neural Networks for Multiscale Physics

Eric J. Hall, Søren Taverniers, Markos A. Katsoulakis +1

We introduce the concept of a Graph-Informed Neural Network (GINN), a hybrid approach combining deep learning with probabilistic graphical models (PGMs) that acts as a surrogate fo…

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