MS237A Recent Advances in Scientific Machine Learning for Differential Equations and Control Problems I
Main Organizer:
Dr.
Hendrik Kleikamp
(
University of Graz
, Austria
)
Chaired by:
Dr. Hendrik Kleikamp (University of Graz , Austria)
Dr. Hendrik Kleikamp (University of Graz , Austria)
Scheduled presentations:
-
Decaying Sensitivity Enables High-Dimensional Optimal Feedback Control with Deep Neural Networks
-
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method
-
Learning Controlled Stochastic Differential Equations
-
Risk-Averse Approach to Control-Affine Systems of ODEs
-
Function Approximations for Parametric Optimization Problems and Its Use Cases in Optimal Control
