Publications

Here is a list of the current publications related to the DIDEAROT project:

Articles

1. Ling Wu, Ludovic Noels,
   Self-consistency Reinforced minimal Gated Recurrent Unit for surrogate modeling of history-dependent non-linear problems: Application to history-dependent homogenized response of heterogeneous materials,
   Computer Methods in Applied Mechanics and Engineering, Volume 424, 2024, 116881, ISSN 0045-7825
   doi:10.1016/j.cma.2024.116881
   
   Open Access: http://dx.doi.org/10.2139/ssrn.4659520
   Data: https://doi.org/10.5281/zenodo.10551272

Conference papers

1. Luís Rodrigues, Carolina Furtado, João Ferreira, Igor A. Rodrigues Lopes, João Esteves, Federico Danzi
   Machine Learning-Accelerated Predictions of Design Allowables of Composite Laminates
   MadeAI 2024 – Modelling, Data Analytics and AI in Engineering 2–5 July 2024, Porto, Portugal
    
2. Igor A. Rodrigues Lopes, Nathan Klavzer, Carolina Furtado, Francisco M. Andrade Pires, Pedro P. Camanho and Thomas Pardoen
   Strain-gradient-plasticity for epoxy resins in micro-scale models of fibre-reinforced composites
   Congress on Numerical Methods in Engineering, 4-6 September 2024, University of Aveiro, Portugal
    
3. Igor A. Rodrigues Lopes, Nathan Klavzer, Carolina Furtado, Francisco M. Andrade Pires, Pedro P. Camanho and Thomas Pardoen
   Micro-scale models of unidirectional fibre-reinforced composites accounting for strain gradients in the epoxy resin
   European Conference on Composite Materials, Nantes, France