TC 2.4 on Optimal Control

Organizers:
Timm Faulwasser, TU Dortmund, Germany
Karl Worthmann, TU Ilmenau, Germany

Date and Time: July 8th, 2021, 14:00-17h30 (CET)

00:00:00 , Introduction

00:00:15 , Bernd Noack: Gradient-enriched machine learning control – Taming turbulence made efficient, easy and fast!

00:32:15, Jan Heiland: Convolutional autoencoders for low-dimensional parameterizations of Navier-Stokes flow

01:03:00, Matthias Müller: Three perspectives on data-based optimal control

01:43:00, Lars Grüne: A deep neural network approach for computing Lyapunov functions

02:22:15, Sebastian Peitz: On the universal transformation of data-driven models to control systems