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I

I.B.C.M. Rocha

delft university of technology

16H-index
59Paper Count
934Citation Count
Published Papers 17
Publication Date
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Predicting plastic strain localization in porous solids using graph neural networks
errMechanics of Materials
IF4.1
err2026-05-23
err0
errOAAI
errRasmus B. Jakobsen; Tobias S. Kristensen; Joep Storm; Iuri B.C.M. Rocha; Tito Andriollo
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Multiscale analysis of woven composites using hierarchical physically recurrent neural networks
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-04-02
err0
errOAAI
errEhsan Ghane; Marina A. Maia; Iuri B.C.M. Rocha; Martin Fagerström; Mohsen Mirkhalaf
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Mixing Data-Driven and Physics-Based Constitutive Models Using Uncertainty-Driven Phase Fields
errInternational Journal for Numerical Methods in Engineering
IF2.9
err2025-10-20
err0
errOAAI
errJoep Storm; WaiChing Sun; Iuri B. C. M. Rocha; Frans P. van der Meer
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Physically Recurrent Neural Networks for computational homogenization of composite materials with microscale debonding
errinternational journal of applied mechanics
IF4.2
err2025-07-01
err0
errOAAI
errKovacs, N.; Maia, M. A.; Rocha, I. B. C. M.; Furtado, C.; Camanho, P. P.; van der Meer, F. P.
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Towards practical Bayesian system identification of engineering structures with spatially dense measurements
errENGINEERING STRUCTURES
IF6.4
err2025-04-01
err0
PREAI
errMartinez, Andres; Slobbe, Arthur; Rozsas, Arpad; Rocha, Iuri; van der Meer, Frans
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Unifying creep and fatigue modeling of composites: A time-homogenized micromechanical framework with viscoplasticity and cohesive damage
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2024-12-01
err0
errOAAI
errKovacevic, D.; Hofman, P.; Rocha, I. B. C. M.; van der Meer, F. P.
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Physically recurrent neural network for rate and path-dependent heterogeneous materials in a finite strain framework
errMECHANICS OF MATERIALS
IF4.1
err2024-11-01
err3
errOAAI
errMaia, M. A.; Rocha, I. B. C. M.; Kovacevic, D.; van der Meer, F. P.
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A microstructure-based graph neural network for accelerating multiscale simulations
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err1
errOAAI
errStorm, J.; Rocha, I. B. C. M.; Meer, F. P. van der
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Machine learning of evolving physics-based material models for multiscale solid mechanics
errMECHANICS OF MATERIALS
IF4.1
err2023-09-01
err16
errOAAI
errRocha, I. B. C. M.; Kerfriden, P.; van der Meer, F. P.
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Physically recurrent neural networks for path-dependent heterogeneous materials: Embedding constitutive models in a data-driven surrogate
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err15
errOAAI
errMaia, M. A.; Rocha, I. B. C. M.; Kerfriden, P.; van der Meer, F. P.
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BIOS: an object-oriented framework for Surrogate-Based Optimization using bio-inspired algorithms
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-07-07
err1
PREAI
errBarroso, Elias Saraiva; Ribeiro, Leonardo Goncalves; Maia, Marina Alves; da Rocha, Iuri Barcelos Carneiro Montenegro; Parente, Evandro, Jr.; de Melo, Antonio Macario Cartaxo
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adaptive domain-based POD/ECM hyper-reduced modeling framework without offline training
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-01-01
err15
errOAAI
errRocha, I. B. C. M.; van der Meer, F. P.; Sluys, L. J.
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Numerical/experimental study of the monotonic and cyclic viscoelastic/viscoplastic/fracture behavior of an epoxy resin
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2019-08-01
err40
errOAAI
errRocha, I. B. C. M.; van der Meer, F. P.; Raijmaekers, S.; Lahuerta, E.; Nijssen, R. P. L.; Sluys, L. J.
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Interpreting the single fiber fragmentation test with numerical simulations
errCOMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
IF8.9
err2019-03-01
err14
errOAAI
errvan der Meer, Frans P.; Raijmaekers, Sibrand; Rocha, Iuri B. C. M.
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Efficient micromechanical analysis of fiber-reinforced composites subjected to cyclic loading through time homogenization and reduced-order modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2019-03-01
err14
PREAI
errRocha, I. B. C. M.; van der Meer, F. P.; Sluys, L. J.
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errSave
Hygrothermal ageing behaviour of a glass/epoxy composite used in wind turbine blades
errCOMPOSITE STRUCTURES
IF7.1
err2017-08-01
err110
errOAAI
errRocha, I. B. C. M.; Raijmaekers, S.; Nijssen, R. P. L.; van der Meer, F. P.; Sluys, L. J.
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A hybrid shared/distributed memory parallel genetic algorithm for optimization of laminate composites
errCOMPOSITE STRUCTURES
IF7.1
err2014-01-01
err40
errOAAI
errRocha, I. B. C. M.; Parente, E., Jr.; Melo, A. M. C.
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Research Directions

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Co-authors
Cooperation Journals
P
P.P. Camanho
H-index: 77 · Papers: 303
L
L.J. Sluys
H-index: 53 · Papers: 426
W
WaiChing Sun
H-index: 41 · Papers: 199
R
Rasmus Jakobsen
H-index: 39 · Papers: 176
P
Pierre Kerfriden
H-index: 34 · Papers: 291
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