Scheduled presentations:

• Hybrid Physically Recurrent Neural Network Surrogate for Multiscale Analysis of Metal Matrix Composites
  *V. Pereira Barros (Universidade Federal do Ceará), E. Parente Junior (Universidade Federal do Ceará), L. Antônio Taumaturgo Mororó (Instituto Federal do Ceará), M. Silva Medeiros Júnior (Universidade Federal do Ceará), I. Barcelos Carneiro Montenegro da Rocha (Delft University of Technology), M. Alves Maia (Delft University of Technology)
• Experimental and Numerical Investigation of the Non-linear Mechanical Behavior of Particulate Composites: A Physically Recurrent Neural Network Approach
  B. Silva (Universidade Federal do Ceará), *L. Mororó (IFCE), E. Parente Junior (Universidade Federal do Ceara), M. Medeiros Junior (Universidade Federal do Ceara), M. Maia (Delft University of Technology), I. Rocha (Delft University of Technology)
• Physics- and Geometry-Informed Fluid Dynamics Neural Operator for Lattice Structures
  *X. Li (McGill University), Y. Zhao (McGill University)
• Mean Field Homogenization Based on the Principle of Multi-Scale Virtual Power and Its Dual: Application to Semi-Crystalline Polymers
  *J. Vila-Chã (Department of Mechanical Engineering, Faculty), A. Carneiro (INEGI - Institute of Science and Innovation i), B. Ferreira (Brown University School of Engineering), F. Pires (Department of Mechanical Engineering, Faculty)
• Multi-Scale Surrogate Modelling for the Prediction of Fibre-Reinforced Composite Properties
  *I. Rodrigues Lopes (INEGI), C. Furtado (FEUP), J. Ferreira (FEUP), G. Guillamet (BSC), J. Esteves (FEUP), L. Rodrigues (FEUP), P. Camanho (FEUP)