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researcher

Ehsan Haghighat

2 papers hereh-index 219 citations4 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedLatticeGraphNet: A two-scale graph neural operator for simulating lattice structures

11 citations · 11 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 11 cited

LatticeGraphNet: A two-scale graph neural operator for simulating lattice structures

Ayush Jain, Ehsan Haghighat, Sai Nelaturi

This study introduces a two-scale Graph Neural Operator (GNO), namely, LatticeGraphNet (LGN), designed as a surrogate model for costly nonlinear finite-element simulations of three…

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