Scheduled presentations:

• Regularity-Conforming Neural Networks for PDEs
  *J. Taylor
• Keynote Accurate Solution of Initial and Boundary-Value Problems using Multi-level Neural Networks
  Z. Aldirany (Polytechnique Montréal), R. Cottereau (Aix-Marseille Université, CNRS, LMA), M. Laforest (Polytechnique Montréal), *S. Prudhomme (Polytechnique Montréal)
• High-order well-balanced numerical schemes for shallow-water systems with Coriolis terms
  M. Castro (Universidad de Malaga), J. García-Rodríguez (Universidad de Coruña), *V. Gonzalez-Tabernero (Universidad de Coruña), J. Lopez-Salas (Universidad de Coruña), J. Perez-Villarino (Universidad de Coruña)
• Current Progress on the Appromation of Hyperbolic Balance Laws Using Physics-Informed Neural Networks (PINNs) and Weak PINNs (WPINNs)
  *L. Ávila León (Universidad de Málaga), M. Castro Díaz (Universidad de Málaga)
• Wave Maximum Height Inferences with Neural Networks for Spanish Tsunami Early Warning System
  *J. Rodríguez Gálvez (University of Malaga), J. Macías (University of Malaga), B. Gaite (National Geographic Institute of Spain), M. Castro (University of Malaga), J. Cantavella (National Geographic Institute of Spain), L. Puertas (National Geographic Institute of Spain)
• Robust Variational Physics-Informed Neural Networks
  S. Rojas (Pontifcia Universidad Catolica de Valparaiso), M. Paszynski (AGH University of Krakow), P. Maczuga (AGH University of Krakow), *J. Muñoz-Matute (Basque Center for Applied Mathematics), D. Pardo (The university of the basque country)