MS139A Optimization under Uncertainty I
Main Organizer:
Dr.
Oindrila Kanjilal
(
Georg Nemetschek Institue - AI for the Built World, TU Munich
, Germany
)
Chaired by:
Prof. Boris Kramer (University of California San Diego , United States) , Dr. Pablo G. Morato (Technical University of Munich , Germany)
Prof. Boris Kramer (University of California San Diego , United States) , Dr. Pablo G. Morato (Technical University of Munich , Germany)
Scheduled presentations:
-
ANOVA-Based sparse Proper Generalized Decomposition for Surrogate Modelling with High-Dimensional Inputs
-
Stochastic Topology Optimization for Fracture-Resistant Structures under Random Defects
-
Interpretable RL Decision Support for Road and Bridge Network Maintenance
-
Adaptive Ensemble Surrogate Modelling with Local Error Measures for Reliability-Based Design Optimization
-
Stochastic Design Optimization of Structures Subjected to Random Vibrations through Explicit Failure Domain Approximation
-
Bayesian Optimization of Susceptor Heating Coil Geometries for Improved Thermal Uniformity
