Scheduled presentations:

• Keynote A Variational-informed Neural Operator for Topology Optimisation
  S. Xiao (Queensland University of Technology), J. Bai (Tsinghua University), H. Jeong (Queensland University of Technology), L. Gainey (Brickworks Ltd. & Austral Bricks), Y. Xi (Queensland University of Technology), *Y. Gu (Queensland University of Technology)
• LLM-Driven Multi-Agent Framework for Autonomous Topology Optimization
  *H. Park (UNIST), H. Chung (UNIST)
• Physically Consistent Inverse Design of Nonlinear Microstructures via Physics-Informed Diffusion Model
  *J. Yu (Korea Advanced Institute of Science and Techn), J. Byun (Korea Advanced Institute of Science and Techn), S. Ryu (Korea Advanced Institute of Science and Techn)
• A Physics-Informed Machine Learning for Topological Optimisation of Patient-Specific Medical Plates
  *B. Clark (Queensland University of Technology), C. Brown (Queensland University of Technology), Y. Gu (Queensland University of Technology)
• Text-Guided Multiscale Topology Optimization for Mechanical Anisotropy Design with TPMS
  *S. Kim (KAIST), H. Kim (Gachon university), N. Kang (KAIST)