MS170A Operator Methods in Engineering: Computation and Verification I
Main Organizer:
Prof.
Oliver Junge
(
Technical University of Munich
, Côte d'Ivoire
)
Chaired by:
Prof. Oliver Junge (Technical University of Munich , Côte d'Ivoire)
Prof. Oliver Junge (Technical University of Munich , Côte d'Ivoire)
Scheduled presentations:
-
Data-driven Computation of Nonlinear Normal Modes via Analytic Extended Dynamic Mode Decomposition
-
Operator-Theoretic Dynamic Programming Methods for Data-Driven Optimal Control
-
Exploiting Nonlinearity in Transfer Operator Approaches to Achieve more Robust Data-Driven Predictors
-
Equivariant Koopman Analysis of Dislocation Data Accounting for Translational and Crystal Symmetry
-
Optimization of Randomized Neural Networks for Transfer Operator Approximation
-
Accurate and Robust Analysis of Molecular Kinetics with Koopman Operators and Random Features
