Iuri B. C. M. Rocha

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Pierre Kerfriden

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Publications

2025
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  - journals/corr/abs-2504-03393
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Anne Poot, Iuri Rocha, Pierre Kerfriden, Frans van der Meer:
Effects of Interpolation Error and Bias on the Random Mesh Finite Element Method for Inverse Problems. CoRR abs/2504.03393 (2025)
[i8]
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  - journals/corr/abs-2506-02815
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Anne Poot, Iuri Rocha, Pierre Kerfriden, Frans van der Meeer:
The Bayesian Finite Element Method in Inverse Problems: a Critical Comparison between Probabilistic Models for Discretization Error. CoRR abs/2506.02815 (2025)
2024
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  - journals/sac/PootKRM24
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Anne Poot, Pierre Kerfriden, Iuri Rocha, Frans Paul van der Meer:
A Bayesian approach to modeling finite element discretization error. Stat. Comput. 34(5): 167 (2024)
2023
[i4]
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  - journals/corr/abs-2301-13547
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Iuri B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer:
Machine learning of evolving physics-based material models for multiscale solid mechanics. CoRR abs/2301.13547 (2023)
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  - journals/corr/abs-2306-05993
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Anne Poot, Pierre Kerfriden, Iuri Rocha, rans Paul van der Meer:
A Bayesian Approach to Modeling Finite Element Discretization Error. CoRR abs/2306.05993 (2023)
2022
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  - journals/corr/abs-2209-07320
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Marina A. Maia, Iuri B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer:
Physically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate. CoRR abs/2209.07320 (2022)
2021
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  - journals/jcphyx/RochaKM21
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Iuri B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer:
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning. J. Comput. Phys. X 9: 100083 (2021)
2020
[i1]
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  - journals/corr/abs-2007-07749
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Iuri B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer:
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning. CoRR abs/2007.07749 (2020)

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