MS139B Optimization under Uncertainty II
Main Organizer:
Dr.
Oindrila Kanjilal
(
Georg Nemetschek Institue - AI for the Built World, TU Munich
, Germany
)
Chaired by:
Dr. Charalampos Andriotis (Delft University of Technology , Netherlands) , Prof. Daniel Straub (Technische Universität München , Germany)
Dr. Charalampos Andriotis (Delft University of Technology , Netherlands) , Prof. Daniel Straub (Technische Universität München , Germany)
Scheduled presentations:
-
Bayesian optimization for selecting risk reduction strategies
-
Scalable reliability-based design optimization using stochastic surrogate models
-
Optimization of Ship Weight Distribution Considering Long-Term Risk
-
Topology-Aware Multi-Agent Reinforcement Learning for Scalable Infrastructure Management via Zero-Shot Graph Transfer
-
Probabilistic ML-Based Inverse Design of Shape-Morphing Elements under Uncertainty
