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researcher

G. Karniadakis

8 papers hereh-index 91.6k citations20 works total

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

author position
  • middle author2
  • last author5

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • physics.flu-dyn4
  • math.NA2
  • cond-mat.soft1
  • cs.LG1
same name
  • G. Karniadakis — 224 papers, h 144
  • G. Karniadakis — 73 papers, h 16

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
20212024
most citedA physics-informed variational DeepONet for predicting the crack path in brittle materials

427 citations · 563 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021★ 427 cited

A physics-informed variational DeepONet for predicting the crack path in brittle materials

Somdatta Goswami, Minglang Yin, Yue Yu +1

Failure trajectories, identifying the probable failure zones, and damage statistics are some of the key quantities of relevance in brittle fracture applications. High-fidelity nume…

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