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Iuri B. C. M. Rocha

Orcid: 0000-0001-8410-3741

Affiliations:
  • Delft University of Technology, Faculty of Civil Engineering and Geosciences, Netherland


According to our database1, Iuri B. C. M. Rocha authored at least 7 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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Links

On csauthors.net:

Bibliography

2024
A Bayesian approach to modeling finite element discretization error.
[BibTeX]
[DOI]
Anne Poot
,
Pierre Kerfriden
,
Iuri Rocha
,
Frans Paul van der Meer
Stat. Comput., October, 2024

Physically recurrent neural network for rate and path-dependent heterogeneous materials in a finite strain framework.
[BibTeX]
[DOI]
M. A. Maia
,
Iuri B. C. M. Rocha
,
D. Kovacevic
,
F. P. van der Meer
CoRR, 2024

A Microstructure-based Graph Neural Network for Accelerating Multiscale Simulations.
[BibTeX]
[DOI]
J. Storm
,
Iuri B. C. M. Rocha
,
F. P. van der Meer
CoRR, 2024

2023
A Bayesian Approach to Modeling Finite Element Discretization Error.
[BibTeX]
[DOI]
Anne Poot
,
Pierre Kerfriden
,
Iuri Rocha
,
rans Paul van der Meer
CoRR, 2023

Machine learning of evolving physics-based material models for multiscale solid mechanics.
[BibTeX]
[DOI]
Iuri B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
CoRR, 2023

2022
Physically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate.
[BibTeX]
[DOI]
M. A. Maia
,
Iuri B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
CoRR, 2022

2021
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning.
[BibTeX]
[DOI]
Iuri B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
J. Comput. Phys. X, 2021


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