Scheduled presentations:

• Enhancing Training Efficiency in Generalised Structure to Property Mapping Using Adaptive Sampling and Transfer Learning
  J. Bowbrick Smith (University of Surrey), M. Whiting (University of Surrey), T. Chatterjee (University of Surrey), K. Bandara (Autodesk), M. Weismann (Autodesk), H. Attar (Autodesk), A. Harris (Autodesk), *I. Mohagheghian (University of Surrey)
• Computational design of metamaterials with controllable mechanical-transport-thermal properties
  *J. Fu (Queen Mary University of London), W. Tan (Queen Mary University of London)
• Physics Pretrained Neural Operator: Solving Parametrized PDEs on Complex Domains
  *R. Wu (University of Cambridge), N. Kovachki (Courant Institute of Mathematical Sciences), B. Liu (University of Cambridge)
• Machine Learning-Guided Design of Auxetic Structures for Optimal Energy Absorption
  *S. Farshbaf (CIMNE), N. Dialami (CIMNE), M. Cervera (CIMNE)
• 3D variational autoencoder for fingerprinting microstructure volume elements
  *M. White (UK Atomic Energy Authority), M. Atkinson (UK Atomic Energy Authority), A. Plowman (UK Atomic Energy Authority), P. Shanthraj (UK Atomic Energy Authority)
• Multiphysics Modelling the Fracture Behaviours of Silicon-Based Anode Particles in Lithium-ion Batteries
  *J. Yang (Queen Mary University of London), W. Tan (Queen Mary University of London)