MS145B Machine and Deep Learning Techniques Applied to Computational Mechanics II
MS Corresponding Organizer: Prof. Jorge Belinha (ISEP-INEGI)
Chaired by:
Prof. Jorge Belinha (ISEP-INEGI , Portugal) , Prof. Sergio Tavares (Universidade de Aveiro , Portugal)
Prof. Jorge Belinha (ISEP-INEGI , Portugal) , Prof. Sergio Tavares (Universidade de Aveiro , Portugal)
Scheduled presentations:
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Designing unit cells with specific elastic properties with neural network
A. Pais*, J. Lino Alves, J. Belinha -
Accellerating the prediction of bone remodelling with neural networks
A. Pais, J. Lino, J. Belinha* -
Scour depth prediction using Machine-Learning (ML) algorithm for offshore tripod foundations
A. Jatoliya*, D. Bhattacharya, B. Manna, T. Ferradosa -
PIKFNN: Physics-Informed Kernel Function Neural Networks for Forward and Inverse PDE Problems
W. Xu*, Z. Fu -
Numerical and experimental data driven digital twins for structural assessment
S. Tavares*, J. Ribeiro, J. Belinha -
Application of machine learning to accelerate explicit time integration in structural dynamics
M. Bischoff*, T. Willmann, M. Schilling