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researcher

I. B. Rocha

8 papers hereh-index 453 citations12 works total

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

author position
  • middle author7

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • physics.comp-ph2
  • cond-mat.dis-nn1
  • cond-mat.mtrl-sci1
  • cs.LG1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedMultiscale Analysis of Woven Composites Using Hierarchical Physically Recurrent Neural Networks

3 citations · 5 across the 7 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

1 paper · 1 filter

cond-mat.mtrl-sci2024★ 1 cited

Physically recurrent neural network for rate and path-dependent heterogeneous materials in a finite strain framework

M. A. Maia, I. B. C. M. Rocha, D. Kovačević +1

In this work, a hybrid physics-based data-driven surrogate model for the microscale analysis of heterogeneous material is investigated. The proposed model benefits from the physics…

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