Scheduled presentations:

• Keynote Problem Independent Machine Learning （PIML） - a new paradigm for AI-enhanced structural analysis and optimization
  *X. Guo (Dalian University of Technology), Y. Guo (Dalian University of Technology), C. Liu (Dalian University of Technology), Z. Du (Dalian University of Technology)
• Scalable Control-Volume-Based Length-Scale Constraints for Thermofluid Topology Optimization
  *L. Barbeau (Nation Research Council of Canada), M. Larmarche-Gagnon (Nation Research Council of Canada), F. Ilinca (Nation Research Council of Canada)
• Topology Optimization Method for Dispersed Bubbly Flow
  *T. Faccioli (University of São Paulo), F. Sacomano (University of São Paulo), E. Silva (University of São Paulo)
• Topology Optimization of Turbulent Flows Using a Parametric Level-Set Method with Implicit Wall Functions
  *H. Lei (Central South University), S. Yao (Central South University), A. Bayata (University of Southern Denmark), H. Li (University of Southern Denmark), J. Alexandersen (University of Southern Denmark)
• On Topology Optimization for Thermal Radiative Devices Using a Ray-tracing Approach
  *S. Noguchi (Kyoto University), N. Ishida (Kyoto University), T. Yamaguchi (Kyoto University), K. Izui (Kyoto University), S. Nishiwaki (Kyoto University)