Scheduled presentations:

• Multi-agent framework for micromechanical modeling, simulation, and applicability analysis
  *H. Lee (KAIST), S. Ryu (KAIST)
• Rapid Inverse Design of Wire Braided Architectures Using Physics-Informed Neural Operator
  *S. Lee (Department of Mechanical Engineering, Korea A), S. Kang (Department of Mechanical Engineering, Korea A), S. Ryu (Department of Mechanical Engineering, Korea A)
• Bayesian Optimization of Lattice-Truss Structures with Ultrawide Phononic Bandgaps
  *H. Yoon (Ewha Womans University), C. Park (Ewha Womans University), T. Lee (Korea Research Institute of Standards and Sci), W. Choi (Korea Research Institute of Standards and Sci), S. Lee (Ewha Womans University)
• AI-Based Shape Optimization of Dryer Pipe Geometry
  *S. Lee (Ewha Womans University), M. Kim (Ewha Womans University), H. You (Ewha Womans University), S. Kim (LG Electronics), M. Pak (LG Electronics), S. Lee (Ewha Womans University)
• A Physics-Informed Machine Learning Framework for Aerodynamic Performance-Driven Shape Optimization
  *H. Noh (Korea Advanced Institute of Science and Techn), J. Park (Korea Advanced Institute of Science and Techn), M. Park (Korea Advanced Institute of Science and Techn), S. Lee (Korea Advanced Institute of Science and Techn)
• Physics-Guided Hybrid FEM–ML Framework for Structural Dynamics Response Estimation with Sparse Sensors
  *J. Park (Jeonbuk National University), J. Lim (Kyung Hee University)