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researcher

Vignesh Gopakumar

21 papers hereh-index 9266 citations29 works total

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

author position
  • first author8
  • middle author11

Across the 19 of 21 papers where every author was matched, so the position is known.

fields
  • physics.plasm-ph9
  • cs.LG8
  • cs.AI3
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedPlasma Surrogate Modelling using Fourier Neural Operators

39 citations · 91 across the 19 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022

Loss Landscape Engineering via Data Regulation on PINNs

Vignesh Gopakumar, Stanislas Pamela, Debasmita Samaddar

Physics-Informed Neural Networks have shown unique utility in parameterising the solution of a well-defined partial differential equation using automatic differentiation and residu…

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