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S. Nair

5 papers hereh-index 6134 citations18 works total

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

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph3
  • cs.CE1
  • cs.LG1
same name
  • S. Nair — 39 papers, h 16
  • S. Nair — 8 papers, h 13
  • S. Nair — 6 papers, h 11
  • S. Nair — 5 papers, h 24
  • S. Nair — 4 papers, h 14
  • S. Nair — 4 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
20232025
most citedGRIDS-Net: Inverse shape design and identification of scatterers via geometric regularization and physics-embedded deep learning

21 citations · 38 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 3 cited

Physics and geometry informed neural operator network with application to acoustic scattering

Siddharth Nair, Timothy F. Walsh, Greg Pickrell +1

In this paper, we introduce a physics and geometry informed neural operator network with application to the forward simulation of acoustic scattering. The development of geometry i…

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