MS139C Optimization under Uncertainty III
Main Organizer:
Dr.
Oindrila Kanjilal
(
Georg Nemetschek Institue - AI for the Built World, TU Munich
, Germany
)
Chaired by:
Prof. Daniel Straub (Technische Universität München , Germany) , Dr. Pablo G. Morato (Technical University of Munich , Germany)
Prof. Daniel Straub (Technische Universität München , Germany) , Dr. Pablo G. Morato (Technical University of Munich , Germany)
Scheduled presentations:
-
Problem-Independent Machine Learning (PIML)-Accelerated Fail-Safe Topology Optimization of 3D Continuum Structures
-
Resilience for Optimal Systems Under Uncertainty: Efficient Surrogates to Unveil Vulnerabilities
-
Predictive Maintenance Planning with Influence-Based Abstraction and Reinforcement Learning
-
Plastic Redistribution of Load Effects to Optimize Form and Usage of Material Capacity in Load-bearing Structures Considering Uncertainties in Load and Material Properties
-
Efficient Robust Design Optimisation under Mixed Uncertainty
