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researcher

M. A. Nabian

20 papers hereh-index 161.7k citations35 works total

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

author position
  • first author7
  • middle author10

Across the 17 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cond-mat.mtrl-sci1
  • cs.CE1
  • cs.RO1
  • physics.flu-dyn1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedEfficient training of physics-informed neural networks via importance sampling

326 citations · 749 across the 18 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 31 cited

Geometry-Informed Neural Operator for Large-Scale 3D PDEs

Zongyi Li, Nikola Borislavov Kovachki, Chris Choy +8

We propose the geometry-informed neural operator (GINO), a highly efficient approach to learning the solution operator of large-scale partial differential equations with varying ge…

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