MS300B Bayesian Analysis and Model Calibration II
Main Organizer:
Dr.
Lea Friedli
(
Technical University of Munich
, Germany
)
Chaired by:
Dr. Lea Friedli (Technical University of Munich , Germany) , Prof. Daniel Straub (Technische Universität München , Germany)
Dr. Lea Friedli (Technical University of Munich , Germany) , Prof. Daniel Straub (Technische Universität München , Germany)
Scheduled presentations:
-
Introducing Stochastic Emulators for Hierarchical Bayesian Inference of Population Parameters
-
Robust Bayesian Analysis with Information Geometry and Riemannian Optimization - Application to Nonlinear Dynamics
-
Hierarchical Bayesian Learning of Degradation Models for Remaining Useful Life Prediction
-
Leveraging Historical Effects for a Precise Inversion of Time-varying Systems
-
Probabilistic Assessment of CO₂ Injectivity Loss Using Bayesian Updating and FEM
