Scheduled presentations:

• Evaluation of Tensile Strength of Cement Paste using Reconstructed Microstructure from Generative Adversarial Network (GAN) and Bayesian Updating
  *D. Eum (Yonsei University), M. Azad (Yonsei University), S. Kim (Yonsei University), T. Han (Yonsei University)
• Student Inverse analysis of defects in CFRP specimen with graph neural network using stress distribution of homogenized FEM
  *Y. Kojima (Keio University), K. Endo (AIST), Y. Harada (AIST), J. Yvonnet (Gustave Eiffel University), M. Muramatsu (Keio University)
• Rank Reduction Autoencoders: A Novel Framework for Generative Design and Solutions in Composites
  *M. El Fallaki Idrissi (ENSAM/PIMM/ESI Chair), I. Ben-Yelun (E.T.S./Universidad Politécnica de Madrid), J. Mounayer (ENSAM/PIMM/SKF Chair), S. Rodríguez (ENSAM/PIMM/RTE Chair), C. Ghnatios (University of North Florida), F. Chinesta (ENSAM/PIMM/ESI-Keysight Chair/CNRS@CREATE)
• Student Data-Driven Modelling for Predicting Crystallization Kinetics in a Polyamide Matrix With Carbon Fibres
  *M. Palacios Suarez (IPREM UMR 5254, UPPA), C. Ghnatios (University of North Florida), A. Barasinski (ICA UMR CNRS 5312, Université de Toulouse)
• Understanding The Impact of Architectural Defects on Composite Materials Performance Using Artificial Intelligence
  *B. El Said (University of Bristol), I. Tretiak (University of Bristol)
• Data-Driven Multi-Scale Modeling Of Additive Manufacturing
  *W. Yan (National University of Singapore)