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researcher

G. Karniadakis

224 papers hereh-index 144118.2k citations1.1k works total

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

author position
  • middle author40
  • last author173

Across the 213 of 224 papers where every author was matched, so the position is known.

fields
  • cs.LG81
  • math.NA36
  • physics.comp-ph28
  • physics.flu-dyn20
  • stat.ML8
  • cs.CE5
same name
  • G. Karniadakis — 72 papers, h 16
  • G. Karniadakis — 8 papers, 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
20092026
most citedDeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

3.4k citations · 27.2k across the 213 of their papers we have counts for

collaborators
Showing 2021 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2021★ 28 cited

A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data

Lu Lu, Xuhui Meng, Shengze Cai +4

Neural operators can learn nonlinear mappings between function spaces and offer a new simulation paradigm for real-time prediction of complex dynamics for realistic diverse applica…

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