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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 cs.LGShow all

1 paper · 1 filter

cs.LG2024

A Microstructure-based Graph Neural Network for Accelerating Multiscale Simulations

J. Storm, I. B. C. M. Rocha, F. P. van der Meer

Simulating the mechanical response of advanced materials can be done more accurately using concurrent multiscale models than with single-scale simulations. However, the computation…

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