I.B.C.M. Rocha

Hygrothermal ageing behaviour of a glass/epoxy composite used in wind turbine blades

I.B.C.M. Rocha, S. Raijmaekers, R.P.L. Nijssen et al. · Composite Structures · 2017 · 139 citations · Full text

Materials Science, Fibre-reinforced Plastic, Engineering +6

Micromechanics-based surrogate models for the response of composites: A critical comparison between a classical mesoscale constitutive model, hyper-reduction and neural networks

I.B.C.M. Rocha, Pierre Kerfriden, F.P. van der Meer · European Journal of Mechanics - A/Solids · 2020 · 64 citations · Full text

A combined experimental/numerical investigation on hygrothermal aging of fiber-reinforced composites

I.B.C.M. Rocha, F.P. van der Meer, S. Raijmaekers et al. · European Journal of Mechanics - A/Solids · 2018 · 56 citations · Full text

Materials Science, Fiber Reinforcement, Engineering +6

Physically recurrent neural networks for path-dependent heterogeneous materials: Embedding constitutive models in a data-driven surrogate

M.A. Maia, I.B.C.M. Rocha, Pierre Kerfriden et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 56 citations · Full text

Geometric Learning, Engineering, Machine Learning +23

Numerical/experimental study of the monotonic and cyclic viscoelastic/viscoplastic/fracture behavior of an epoxy resin

I.B.C.M. Rocha, F.P. van der Meer, S. Raijmaekers et al. · International Journal of Solids and Structures · 2019 · 55 citations

Materials Science, Cyclic Viscoelastic/viscoplastic/fracture Behavior, Numerical/experimental Study +12