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On the hierarchical structure of Pareto critical sets

Journal of global optimization, 2019-04, Vol.73 (4), p.891-913

2019

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Tensor-based dynamic mode decomposition

Nonlinearity, 2018-07, Vol.31 (7), p.3359-3380

2018

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Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems

Journal of optimization theory and applications, 2024-05, Vol.201 (2), p.539-582

2024

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Data-Driven Model Predictive Control using Interpolated Koopman Generators

SIAM journal on applied dynamical systems, 2020-01, Vol.19 (3), p.2162-2193

2020

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An Efficient Descent Method for Locally Lipschitz Multiobjective Optimization Problems

Journal of optimization theory and applications, 2021-03, Vol.188 (3), p.696-723

2021

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Koopman analysis of quantum systems

Journal of physics. A, Mathematical and theoretical, 2022-08, Vol.55 (31), p.314002

2022

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Inverse multiobjective optimization: Inferring decision criteria from data

Journal of global optimization, 2021-05, Vol.80 (1), p.3-29

2021

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On the structure of regularization paths for piecewise differentiable regularization terms

Journal of global optimization, 2023-03, Vol.85 (3), p.709-741

2023

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Koopman analysis of quantum systems Contribution to the Special Collection Koopman Methods in Classical and Quantum-Classical Mechanics

Journal of physics. A, Mathematical and theoretical, 2022-07, Vol.55 (31)

2022

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Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories

SIAM journal on applied dynamical systems, 2024-01, Vol.23 (1), p.885-923

2024

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Multiobjective Optimal Control Methods for the Navier-Stokes Equations Using Reduced Order Modeling

Acta applicandae mathematicae, 2019-06, Vol.161 (1), p.171-199

2019

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Transferability of a discrepancy model for the dynamics of electromagnetic oscillating circuits

Proceedings in applied mathematics and mechanics, 2023-10, Vol.23 (2)

2023

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Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping

SIAM journal on optimization, 2024-09, Vol.34 (3), p.2259-2286

2024

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Efficient Time-Stepping for Numerical Integration Using Reinforcement Learning

SIAM journal on scientific computing, 2023-04, Vol.45 (2), p.A579-A595

2023

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Explicit multiobjective model predictive control for nonlinear systems with symmetries

International journal of robust and nonlinear control, 2021-01, Vol.31 (2), p.380-403

2021

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On the hierarchical structure of Pareto critical sets

AIP Conference Proceedings, 2019, Vol.2070 (1)

2019

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POD‐based multiobjective optimal control of PDEs with non‐smooth objectives

Proceedings in applied mathematics and mechanics, 2017-12, Vol.17 (1), p.51-54

2017

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Multiobjective Optimization of the Flow Around a Cylinder Using Model Order Reduction

Proceedings in applied mathematics and mechanics, 2015-10, Vol.15 (1), p.613-614

2015

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ElectricGrid.jl - A Julia-based modeling and simulation tool for power electronics-driven electric energy grids

Journal of open source software, 2023-09, Vol.8 (89), p.5616

2023

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Towards reliable data-based optimal and predictive control using extended DMD

IFAC-PapersOnLine, 2023, Vol.56 (1), p.169-174

2023

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Explicit multiobjective model predictive control for nonlinear systems under uncertainty

International journal of robust and nonlinear control, 2020-11, Vol.30 (17), p.7593-7618

2020

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Numerical Evidence for Sample Efficiency of Model-Based Over Model-Free Reinforcement Learning Control of Partial Differential Equations

2024 European Control Conference (ECC), 2024, p.2965-2971

2024

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Exploiting structure in multiobjective optimization and optimal control

Peitz, Sebastian

2017

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A Descent Method for Equality and Inequality Constrained Multiobjective Optimization Problems

Numerical and Evolutionary Optimization – NEO 2017, p.29-61

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A Multiobjective MPC Approach for Autonomously Driven Electric Vehicles This research was funded by the German Federal Ministry of Education and Research (BMBF) within the Leading-Edge Cluster Intelligent Technical Systems OstWestfalenLippe (it’s OWL)

IFAC-PapersOnLine, 2017-07, Vol.50 (1), p.8674-8679

2017

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On the hierarchical structure of Pareto critical sets

Tensor-based dynamic mode decomposition

Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems

Data-Driven Model Predictive Control using Interpolated Koopman Generators

An Efficient Descent Method for Locally Lipschitz Multiobjective Optimization Problems

Koopman analysis of quantum systems

Inverse multiobjective optimization: Inferring decision criteria from data

On the structure of regularization paths for piecewise differentiable regularization terms

Koopman analysis of quantum systems Contribution to the Special Collection Koopman Methods in Classical and Quantum-Classical Mechanics

Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories

Multiobjective Optimal Control Methods for the Navier-Stokes Equations Using Reduced Order Modeling

Transferability of a discrepancy model for the dynamics of electromagnetic oscillating circuits

Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping

Efficient Time-Stepping for Numerical Integration Using Reinforcement Learning

Explicit multiobjective model predictive control for nonlinear systems with symmetries

On the hierarchical structure of Pareto critical sets

POD‐based multiobjective optimal control of PDEs with non‐smooth objectives

Multiobjective Optimization of the Flow Around a Cylinder Using Model Order Reduction

ElectricGrid.jl - A Julia-based modeling and simulation tool for power electronics-driven electric energy grids

Towards reliable data-based optimal and predictive control using extended DMD

Explicit multiobjective model predictive control for nonlinear systems under uncertainty

Numerical Evidence for Sample Efficiency of Model-Based Over Model-Free Reinforcement Learning Control of Partial Differential Equations

Exploiting structure in multiobjective optimization and optimal control

A Descent Method for Equality and Inequality Constrained Multiobjective Optimization Problems

A Multiobjective MPC Approach for Autonomously Driven Electric Vehicles This research was funded by the German Federal Ministry of Education and Research (BMBF) within the Leading-Edge Cluster Intelligent Technical Systems OstWestfalenLippe (it’s OWL)

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