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I

I.B.C.M. Rocha

delft university of technology
H-index:16
Citation Count:934
Views:0

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Predicting plastic strain localization in porous solids using graph neural networks

利用图神经网络预测多孔固体中的塑性应变局部化

Mechanics of Materials
IF4.1
2026-05-230
OAAI
Rasmus B. Jakobsen; Tobias S. Kristensen; Joep Storm; Iuri B.C.M. Rocha; Tito Andriollo
Multiscale analysis of woven composites using hierarchical physically recurrent neural networks

利用分层物理循环神经网络对编织复合材料的多尺度分析

Computer Methods in Applied Mechanics and Engineering
IF7.3
2026-04-020
OAAI
Ehsan Ghane; Marina A. Maia; Iuri B.C.M. Rocha; Martin Fagerström; Mohsen Mirkhalaf
Mixing Data-Driven and Physics-Based Constitutive Models Using Uncertainty-Driven Phase Fields

融合数据驱动与物理基本本构模型的不确定性驱动相场方法

International Journal for Numerical Methods in Engineering
IF2.9
2025-10-200
OAAI
Joep Storm; WaiChing Sun; Iuri B. C. M. Rocha; Frans P. van der Meer
Physically Recurrent Neural Networks for computational homogenization of composite materials with microscale debonding

物理循环神经网络在复合材料微尺度脱粘的计算均质化中的应用

international journal of applied mechanics
IF4.2
2025-07-010
OAAI
Kovacs, N.; Maia, M. A.; Rocha, I. B. C. M.; Furtado, C.; Camanho, P. P.; van der Meer, F. P.
Towards practical Bayesian system identification of engineering structures with spatially dense measurements
ENGINEERING STRUCTURES
IF6.4
2025-04-010
PRE
Martinez, Andres; Slobbe, Arthur; Rozsas, Arpad; Rocha, Iuri; van der Meer, Frans
Unifying creep and fatigue modeling of composites: A time-homogenized micromechanical framework with viscoplasticity and cohesive damage
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
2024-12-010
OAAI
Kovacevic, D.; Hofman, P.; Rocha, I. B. C. M.; van der Meer, F. P.
Physically recurrent neural network for rate and path-dependent heterogeneous materials in a finite strain framework

在有限应变框架中用于速率和路径相关的异质材料的物理递归神经网络

MECHANICS OF MATERIALS
IF4.1
2024-11-013
OAAI
Maia, M. A.; Rocha, I. B. C. M.; Kovacevic, D.; van der Meer, F. P.
A microstructure-based graph neural network for accelerating multiscale simulations

用于加速多尺度模拟的基于微结构的图神经网络

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
2024-07-011
OAAI
Storm, J.; Rocha, I. B. C. M.; Meer, F. P. van der
Machine learning of evolving physics-based material models for multiscale solid mechanics
MECHANICS OF MATERIALS
IF4.1
2023-09-0116
OAAI
Rocha, I. B. C. M.; Kerfriden, P.; van der Meer, F. P.
Physically recurrent neural networks for path-dependent heterogeneous materials: Embedding constitutive models in a data-driven surrogate

用于路径依赖的异质材料的物理递归神经网络: 将本构模型嵌入数据驱动的代理中

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
2023-03-0115
OAAI
Maia, M. A.; Rocha, I. B. C. M.; Kerfriden, P.; van der Meer, F. P.
BIOS: an object-oriented framework for Surrogate-Based Optimization using bio-inspired algorithms
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
2022-07-071
PRE
Barroso, Elias Saraiva; Ribeiro, Leonardo Goncalves; Maia, Marina Alves; da Rocha, Iuri Barcelos Carneiro Montenegro; Parente, Evandro, Jr.; de Melo, Antonio Macario Cartaxo
adaptive domain-based POD/ECM hyper-reduced modeling framework without offline training
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
2020-01-0115
OAAI
Rocha, I. B. C. M.; van der Meer, F. P.; Sluys, L. J.
Numerical/experimental study of the monotonic and cyclic viscoelastic/viscoplastic/fracture behavior of an epoxy resin
INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
2019-08-0140
OAAI
Rocha, I. B. C. M.; van der Meer, F. P.; Raijmaekers, S.; Lahuerta, E.; Nijssen, R. P. L.; Sluys, L. J.
Interpreting the single fiber fragmentation test with numerical simulations
COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
IF8.9
2019-03-0114
OAAI
van der Meer, Frans P.; Raijmaekers, Sibrand; Rocha, Iuri B. C. M.
Efficient micromechanical analysis of fiber-reinforced composites subjected to cyclic loading through time homogenization and reduced-order modeling
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
2019-03-0114
PREAI
Rocha, I. B. C. M.; van der Meer, F. P.; Sluys, L. J.
Hygrothermal ageing behaviour of a glass/epoxy composite used in wind turbine blades

用于风力涡轮机叶片的玻璃/环氧树脂复合材料的湿热老化行为

COMPOSITE STRUCTURES
IF7.1
2017-08-01110
OAAI
Rocha, I. B. C. M.; Raijmaekers, S.; Nijssen, R. P. L.; van der Meer, F. P.; Sluys, L. J.
A hybrid shared/distributed memory parallel genetic algorithm for optimization of laminate composites
COMPOSITE STRUCTURES
IF7.1
2014-01-0140
OAAI
Rocha, I. B. C. M.; Parente, E., Jr.; Melo, A. M. C.

Research Directions

The data has not been retrieved yet.
F
F.P. van der Meer
H-index:28Papers:129Citations:2,355
L
L.J. Sluys
H-index:53Papers:426Citations:1.1万
M
M.A. Maia
H-index:3Papers:6Citations:71
S
S. Raijmaekers
H-index:7Papers:15Citations:331
P
Pierre Kerfriden
H-index:34Papers:292Citations:4,327
A
Antônio Macário Cartaxo de Melo
H-index:8Papers:35Citations:301
E
Evandro Parente
H-index:15Papers:103Citations:615
R
R.P.L. Nijssen
H-index:14Papers:48Citations:1,075
P
P.P. Camanho
H-index:77Papers:307Citations:2.3万
R
Rasmus Jakobsen
H-index:39Papers:176Citations:6,021