Data-driven approximation of the Koopman generator: Model reduction, system identification, and control von Klus, Stefan, Nüske, Feliks, Peitz, Sebastian, Niemann, Jan-Hendrik, Clementi, Cecilia, Schütte, Christof

Volltext

A Survey of Recent Trends in Multiobjective Optimal Control—Surrogate Models, Feedback Control and Objective Reduction von Peitz, Sebastian, Dellnitz, Michael

Volltext

Koopman operator-based model reduction for switched-system control of PDEs von Peitz, Sebastian, Klus, Stefan

Volltext

On the hierarchical structure of Pareto critical sets von Gebken, Bennet, Peitz, Sebastian, Dellnitz, Michael

Volltext

Derivative-Free Multiobjective Trust Region Descent Method Using Radial Basis Function Surrogate Models von Berkemeier, Manuel, Peitz, Sebastian

Volltext

Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping von Sonntag, Konstantin, Peitz, Sebastian

Volltext

On the universal transformation of data-driven models to control systems von Peitz, Sebastian, Bieker, Katharina

Volltext

Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems von Sonntag, Konstantin, Peitz, Sebastian

Volltext

On the Treatment of Optimization Problems With L1 Penalty Terms via Multiobjective Continuation von Bieker, Katharina, Gebken, Bennet, Peitz, Sebastian

Volltext

An Efficient Descent Method for Locally Lipschitz Multiobjective Optimization Problems von Gebken, Bennet, Peitz, Sebastian

Volltext

Koopman analysis of quantum systems Contribution to the Special Collection Koopman Methods in Classical and Quantum-Classical Mechanics von Klus, Stefan, Nüske, Feliks, Peitz, Sebastian

Volltext

Data-Driven Model Predictive Control using Interpolated Koopman Generators von Peitz, Sebastian, Otto, Samuel E., Rowley, Clarence W.

Volltext

On the structure of regularization paths for piecewise differentiable regularization terms von Gebken, Bennet, Bieker, Katharina, Peitz, Sebastian

Volltext

Inverse multiobjective optimization: Inferring decision criteria from data von Gebken, Bennet, Peitz, Sebastian

Volltext

Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories von Otto, Samuel, Peitz, Sebastian, Rowley, Clarence

Volltext

Gradient-Based Multiobjective Optimization with Uncertainties von Peitz, Sebastian, Dellnitz, Michael

Volltext

Koopman analysis of quantum systems von Klus, Stefan, Nüske, Feliks, Peitz, Sebastian

Volltext

Finite-Data Error Bounds for Koopman-Based Prediction and Control von Nüske, Feliks, Peitz, Sebastian, Philipp, Friedrich, Schaller, Manuel, Worthmann, Karl

Volltext

Tensor-based dynamic mode decomposition von Klus, Stefan, Gelß, Patrick, Peitz, Sebastian, Schütte, Christof

Volltext

Distributed control of partial differential equations using convolutional reinforcement learning von Peitz, Sebastian, Stenner, Jan, Chidananda, Vikas, Wallscheid, Oliver, Brunton, Steven L., Taira, Kunihiko

Volltext