Hygrothermal ageing behaviour of a glass/epoxy composite used in wind turbine blades IBCM Rocha, S Raijmaekers, RPL Nijssen, FP Van der Meer, LJ Sluys Composite Structures 174, 110-122, 2017 | 136 | 2017 |
Micromechanics-based surrogate models for the response of composites: A critical comparison between a classical mesoscale constitutive model, hyper-reduction and neural networks IBCM Rocha, P Kerfriden, FP van der Meer European Journal of Mechanics-A/Solids 82, 103995, 2020 | 66 | 2020 |
Modelling of environmental ageing of polymers and polymer composites—durability prediction methods O Starkova, AI Gagani, CW Karl, IBCM Rocha, J Burlakovs, AE Krauklis Polymers 14 (5), 907, 2022 | 60 | 2022 |
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning IBCM Rocha, P Kerfriden, FP van Der Meer Journal of Computational Physics: X 9, 100083, 2021 | 55 | 2021 |
A hybrid shared/distributed memory parallel genetic algorithm for optimization of laminate composites I Rocha, E Parente, AMC Melo Composite Structures 107, 288-297, 2014 | 54 | 2014 |
Modelling of environmental ageing of polymers and polymer composites—modular and multiscale methods AE Krauklis, CW Karl, IBCM Rocha, J Burlakovs, R Ozola-Davidane, ... Polymers 14 (1), 216, 2022 | 51 | 2022 |
A combined experimental/numerical investigation on hygrothermal aging of fiber-reinforced composites I Rocha, FP van der Meer, S Raijmaekers, F Lahuerta, RPL Nijssen, ... European Journal of Mechanics-A/Solids 73, 407-419, 2019 | 46 | 2019 |
Combined experimental/numerical investigation of directional moisture diffusion in glass/epoxy composites I Rocha, S Raijmaekers, FP Van Der Meer, RPL Nijssen, HR Fischer, ... Composites Science and Technology 151, 16-24, 2017 | 45 | 2017 |
Numerical/experimental study of the monotonic and cyclic viscoelastic/viscoplastic/fracture behavior of an epoxy resin I Rocha, FP Van Der Meer, S Raijmaekers, F Lahuerta, RPL Nijssen, ... International Journal of Solids and Structures 168, 153-165, 2019 | 41 | 2019 |
An adaptive domain-based POD/ECM hyper-reduced modeling framework without offline training I Rocha, FP van der Meer, LJ Sluys Computer Methods in Applied Mechanics and Engineering 358, 112650, 2020 | 24 | 2020 |
Physically recurrent neural networks for path-dependent heterogeneous materials: Embedding constitutive models in a data-driven surrogate MA Maia, IBCM Rocha, P Kerfriden, FP van der Meer Computer Methods in Applied Mechanics and Engineering 407, 115934, 2023 | 19 | 2023 |
A multiscale and multiphysics numerical framework for modelling of hygrothermal ageing in laminated composites I Rocha, FP Van der Meer, RPL Nijssen, LJ Sluys International Journal for Numerical Methods in Engineering 112 (4), 360-379, 2017 | 19 | 2017 |
Efficient micromechanical analysis of fiber-reinforced composites subjected to cyclic loading through time homogenization and reduced-order modeling I Rocha, FP van der Meer, LJ Sluys Computer Methods in Applied Mechanics and Engineering 345, 644-670, 2019 | 16 | 2019 |
Interpreting the single fiber fragmentation test with numerical simulations FP van der Meer, S Raijmaekers, IBCM Rocha Composites Part A: Applied Science and Manufacturing 118, 259-266, 2019 | 15 | 2019 |
Machine learning of evolving physics-based material models for multiscale solid mechanics IBCM Rocha, P Kerfriden, FP Van Der Meer Mechanics of Materials 184, 104707, 2023 | 13 | 2023 |
Accelerating crack growth simulations through adaptive model order reduction IBCM Rocha, FP van der Meer, LAT Mororó, LJ Sluys International Journal for Numerical Methods in Engineering 121 (10), 2147-2173, 2020 | 12 | 2020 |
Experimental/numerical study of anisotropic water diffusion in glass/epoxy composites I Rocha, S Raijmaekers, RPL Nijssen, FP van der Meer, LJ Sluys IOP Conference Series: Materials Science and Engineering 139 (1), 012044, 2016 | 12 | 2016 |
Micromechanics-based deep-learning for composites: Challenges and future perspectives M Mirkhalaf, I Rocha European Journal of Mechanics-A/Solids 105, 105242, 2024 | 6 | 2024 |
Análise e otimização de cascas laminadas considerando não linearidade geométrica e falha progressiva IBCM Rocha | 6 | 2013 |
BIOS: an object-oriented framework for Surrogate-Based Optimization using bio-inspired algorithms ES Barroso, LG Ribeiro, MA Maia, IBCM da Rocha, E Parente Jr, ... Structural and Multidisciplinary Optimization 65 (7), 203, 2022 | 5 | 2022 |