Scheduled presentations:

• Rigid polyurethane generation and functional properties predictions using Rank-reduction autoencoders
  *C. Ghnatios (University of North Florida), I. Hage (Notre Dame University Louaize), E. Feghaly (Flemish Institute for Technological Research)
• Reduced-Rank Autoencoders for Structured Latent Manifolds in Constrained Engineering Design
  *W. Liu (CNRS@CREATE), C. Mailhé (CNRS@CREATE), F. Chinesta (ENSAM Institute of Technology)
• Physics-informed generative adversarial design of funicular shells
  *R. Lourenço (Aragon Institute of Engineering Research), I. Alfaro (Aragon Institute of Engineering Research), B. Moya (ENSAM Arts et Métiers Institute of Technology), E. Cueto (Aragon Institute of Engineering Research)
• Probabilistic recovery of unobserved exogenous variables in expert-defined causal DAGs
  *B. Boussaid (École nationale supérieure d'arts et métiers), C. Ghnatios (University of North Florida), M. Jebahi (École nationale supérieure d'arts et métiers), R. Bonidal (ArcelorMittal Maizières Research SA), F. Chinesta (École nationale supérieure d'arts et métiers)