MS148A Data-Driven Uncertainty and Sensitivity Analysis For Dynamical Systems I
Main Organizer:
Dr.
Dimitrios Loukrezis
(
Centrum Wiskunde & Informatica
, Netherlands
)
Chaired by:
Dr. Dimitrios Loukrezis (Centrum Wiskunde & Informatica , Netherlands) , Prof. Ulrich Römer (TU Braunschweig , Germany)
Dr. Dimitrios Loukrezis (Centrum Wiskunde & Informatica , Netherlands) , Prof. Ulrich Römer (TU Braunschweig , Germany)
Scheduled presentations:
-
State Space Kriging Model for Uncertainty Quantification of High-dimensional Nonlinear Stochastic Dynamical Systems
-
Interpretable sensitivity indices for time-dependent models with dependent variables
-
Model Reduction for Systems with Random Parameters Using Spectral Submanifolds
-
Bayesian Data Assimilation with Generative Modelling using Stochastic Interpolants
