WCCM ECCOMAS 2026

MS344F Agentic AI and Physics-Informed Machine Learning for Next-Generation Design and Manufacturing VI

Main Organizer: Prof. Seunghwa Ryu ( KAIST , Republic of Korea )

Thu, 23/07/2026
15:00 - 16:30
NM - 7 (Venice)
MS344F

Chaired by:
Prof. Jae Hyuk Lim (Kyung Hee University , Republic of Korea) , Mr. João Alves Ribeiro (MIT, FEUP & Inductiva , Portugal)

Scheduled presentations:

Keynote Evaluation of NeuroSim-FLOAT: A Multi-Agent AI Framework for Fatigue-Aware Design Optimization of Floating Offshore Wind Turbine Towers
*J. Alves Ribeiro, B. Alves Ribeiro (Brown University), F. Pimenta (University of Porto), S. M. O. Tavares (University of Aveiro), F. Ahmed
Multi-agent framework for micromechanical modeling, simulation, and applicability analysis
*H. Lee (KAIST), S. Ryu (KAIST)
Automating Coarse-Grained Molecular Dynamics via Multi-Agent Large Language Models
*J. Choi (KAIST), J. Lee (KAIST), S. Ryu (KAIST)
An Autonomous Multiscale Simulation Framework for Ion Transport in High-Aspect-Ratio Plasma Etching
*Y. Sunwoo (UNIST), B. Kim (UNIST)
An AI Research Agent for Hybrid Physics-Inspired Modeling in Powder and Particle Processes
*S. Hosseinhahsemi (Technische Universität Braunschweig), C. Thon (Technische Universität Braunschweig), C. Schilde (Technische Universität Braunschweig)