Scheduled presentations:

• Designing unit cells with specific elastic properties with neural network
  *A. Pais (INEGI - Institute of Science and Innovation i), J. Lino Alves (INEGI - Institute of Science and Innovation i), J. Belinha (ISEP Department of Mechanical Engineering, Sc)
• Accellerating the prediction of bone remodelling with neural networks
  A. Pais (INEGI FEUP), J. Lino (INEGI FEUP), *J. Belinha (INEGI ISEP)
• Scour depth prediction using Machine-Learning (ML) algorithm for offshore tripod foundations
  *A. Jatoliya (Indian Institute of Technology, Delhi), D. Bhattacharya (Indian Institute of Technology, Delhi), B. Manna (Indian Institute of Technology, Delhi), T. Ferradosa (University of Porto)
• PIKFNN: Physics-Informed Kernel Function Neural Networks for Forward and Inverse PDE Problems
  *W. Xu (hohai university), Z. Fu (hohai university)
• Numerical and experimental data driven digital twins for structural assessment
  *S. Tavares (TEMA, DEM, University of Aveiro), J. Ribeiro (FEUP, University of Porto), J. Belinha (ISEP-School of Eng., Polytechnic of Porto)
• Application of machine learning to accelerate explicit time integration in structural dynamics
  *M. Bischoff (University of Stuttgart), T. Willmann (University of Stuttgart), M. Schilling (University of Stuttgart)