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researcher

N. Panda

9 papers hereh-index 11460 citations30 works total

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

author position
  • first author1
  • middle author7
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CE2
  • cond-mat.mtrl-sci1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedAccelerating High-Strain Continuum-Scale Brittle Fracture Simulations with Machine Learning

13 citations · 30 across the 9 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.CE2026

HyCOP: Hybrid Composition Operators for Interpretable Learning of PDEs

Jinpai Zhao, Nishant Panda, Yen Ting Lin +3

We introduce HyCOP, a modular framework that learns parametric PDE solution operators by composing simple modules (advection, diffusion, learned closures, boundary handling) in a q…

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