Sebastian Peitz
Scholar

Sebastian Peitz

Google Scholar ID: 9GsnuucAAAAJ
Professor of Safe Autonomous Systems, TU Dortmund & Lamarr Institute
Dynamical SystemsControlMachine LearningReinforcement LearningMultiobjective Optimization
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Citations & Impact
All-time
Citations
2,037
 
H-index
23
 
i10-index
39
 
Publications
20
 
Co-authors
0
 
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Publications
11 items
Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection
2026
Cited
0
Automatic feature identification in least-squares policy iteration using the Koopman operator framework
2026
Cited
0
Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control
2026
Cited
0
Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems
2025
Cited
0
Improving the Robustness of Control of Chaotic Convective Flows with Domain-Informed Reinforcement Learning
2025
Cited
0
Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces
2025
Cited
0
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
2025
Cited
0
Surrogate Modeling of 3D Rayleigh-Benard Convection with Equivariant Autoencoders
2025
Cited
0
Resume (English only)
Co-authors
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Co-authors: 0 (list not available)