MS209A Adaptive Physics-Aware Models for Engineering Decision Support I
Main Organizer:
Dr.
Konstantinos Vlachas
(
ETH ZURICH
, Switzerland
)
Chaired by:
Dr. Rui Zhang (ETH zurich , Switzerland) , Dr. Konstantinos Vlachas (ETH ZURICH , Switzerland)
Dr. Rui Zhang (ETH zurich , Switzerland) , Dr. Konstantinos Vlachas (ETH ZURICH , Switzerland)
Scheduled presentations:
-
Probabilistic Rectification of High-Dimensional Structural Digital Twins Using Adaptive Physics-Aware Model
-
Probabilistic Virtual Sensor Design Using Physics-Based Modeling and Gaussian Process Regression
-
Grey-box Models Using Physics-informed Gaussian Process Regression in Turning Machining
-
Gaussian Processes over Graphs for Layout-Agnostic Power and Load Inference for Control and Decision Support of Wind Farms
-
Transdimensional Methods for Adaptive Parametrization
-
Smart monitoring of mechanical systems using signature-informed modeling
