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researcher

I. B. Rocha

10 papers hereh-index 453 citations12 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • physics.comp-ph2
  • cond-mat.dis-nn1
  • cond-mat.mtrl-sci1
  • cs.LG1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedPhysically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate

81 citations · 87 across the 10 of their papers we have counts for

collaborators
Showing 2024 · math.NAShow all

1 paper · 2 filters

math.NA2024

Physically Recurrent Neural Networks for Computational Homogenization of Composite Materials with Microscale Debonding

N. Kovács, M. A. Maia, I. B. C. M. Rocha +3

The growing use of composite materials in engineering applications has accelerated the demand for computational methods to accurately predict their complex behavior. Multiscale mod…

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