Sebastian Peitz
- Finite-data error bounds for Koopman-based prediction and control
2021/08/16 by Feliks Nüske, Nüske, Feliks, Sebastian Peitz +7 · 8 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Data Analysis #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Probability (math.PR) #Statistics and Probability (physics.data-an)
- Tensor-based dynamic mode decomposition
2018/06/04 by Stefan Klus, Patrick Gelß, Sebastian Peitz +1 · 5 citations
Computer Science · Mathematics · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Tensor decomposition and applications
- Finite-Data Error Bounds for Koopman-Based Prediction and Control
2022/11/23 by Feliks Nüske, Sebastian Peitz, Friedrich Philipp +2 · 6 citations
Decision Sciences · Engineering · Physics and Astronomy · #Control Systems and Identification #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
- Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-like Systems
2022/07/26 by Konstantin Sonntag, Sebastian Peitz, Sonntag, Konstantin +1 · 5 citations
Computer Science · Mathematics · Engineering · #Optimization and Variational Analysis #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques
- Fast Convergence of Inertial Multiobjective Gradient-like Systems with Asymptotic Vanishing Damping
2023/07/03 by Konstantin Sonntag, Sebastian Peitz, Sonntag, Konstantin +1 · 6 citations
Computer Science · Engineering · Mathematics · #34E10 #37L05 #90B50 #90C25 #90C29 #90C30 #91A12 #91B55 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Error analysis of kernel EDMD for prediction and control in the Koopman framework
2023/12/16 by Friedrich Philipp, Manuel Schaller, Philipp, Friedrich +7 · 6 citations
Decision Sciences · Engineering · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Mathematics #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
- Variance representations and convergence rates for data-driven approximations of Koopman operators
2024/02/04 by Friedrich Philipp, Manuel Schaller, Philipp, Friedrich M. +9 · 2 citations
Chemical Engineering · Chemistry · Engineering · #Advanced Combustion Engine Technologies #Dynamical Systems (math.DS) #FOS: Mathematics #Fault Detection and Control Systems #Spectroscopy and Chemometric Analyses
- A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces
2024/02/09 by Konstantin Sonntag, Sonntag, Konstantin, Bennet Gebken +7 · 1 citation
Computer Science · Mathematics · #Optimization and Variational Analysis #Advanced Optimization Algorithms Research