Marina A. Maia

According to our database, Marina A. Maia authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Multiscale Analysis of Woven Composites Using Hierarchical Physically Recurrent Neural Networks.

Ehsan Ghane, Marina A. Maia, Iuri B. C. M. Rocha, Martin Fagerström, Mohsen Mirakhalaf

CoRR, March, 2025

Surrogate-based multiscale analysis of experiments on thermoplastic composites under off-axis loading.

Marina A. Maia, Iuri B. C. M. Rocha, Dragan Kovacevic, F. P. van der Meer

CoRR, January, 2025

2024

Physically Recurrent Neural Networks for Computational Homogenization of Composite Materials with Microscale Debonding.

N. Kovács, Marina A. Maia, Iuri B. C. M. Rocha, C. Furtado, Pedro P. Camanho, F. P. van der Meer

CoRR, 2024

Physically recurrent neural network for rate and path-dependent heterogeneous materials in a finite strain framework.

Marina A. Maia, Iuri B. C. M. Rocha, Dragan Kovacevic, F. P. van der Meer

CoRR, 2024

2022

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

Marina A. Maia, Iuri B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer

CoRR, 2022