Jun.-Prof. Dr. Sebastian Peitz

Contact
Biography
Publications
Jun.-Prof. Dr. Sebastian Peitz

Data Science for Engineering

Section Owner - Junior Professor

Institute for Photonic Quantum Systems (PhoQS)

Member - Junior Professor

Software Innovation Campus Paderborn (SICP)

Member - Junior Professor

Institut für Industriemathematik

Committee - Junior Professor

Phone:
+49 5251 60-5021
Office:
O4.213
Web:
Web (External):
Visitor:
Pohlweg 51
33098 Paderborn
Jun.-Prof. Dr. Sebastian Peitz
Education and Academic Career
Since 01.10.2024

Professor of Safe Autonomous Systems (TU Dortmund)

01.04.2021 - 30.09.2024

Assistant Professor (Jun.-Prof.)

Data Science for Engineering, Department of Computer Science, Paderborn University

01.10.2017 - 31.03.2021

Managing Director

Institute for Industrial Mathematics, Paderborn University

01.10.2013 - 30.09.2017

Scientific Employee

Chair of Applied Mathematics and Institute for Industrial Mathematics (Prof. Dr. Michael Dellnitz, Paderborn University)

08.08.2017

PhD

Title: "Exploiting Structure in Multiobjective Optimization and Optimal Control"

01.10.2007 - 18.07.2013

Studies

Mechanical Engineering (RWTH Aachen)
Graduation: 07/18/2013 (M. Sc.)

16.06.2006

Abitur

Hans-Ehrenberg-Gymnasium (Sennestadt)

Awards und Fellowships
2022

Junior Research Group leader ("Multicriteria Machine Learning"), funded by BMBF

2019

Best paper award at the 2019 IEEE International Symposium on Predictive Control of Electrical Drives and Power Electronics (PRECEDE)

Miscellaneous
Since 2015

Referee for a large number of Journals (published, e.g., by IEEE, SIAM, Springer, IFAC)

Since 2015

Referee for several funding agencies (DFG, ANR, EPSRC)

2022 - 30.09.2024

Board member of the research network SAIL

Scientific Engagement
Organisation of Scientific Events
Since 2019

(Co-)Organization of six minisymposia at international conferences

European Conference on Computational Optimization, Heidelberg, Germany, 2023

Mathematical Theory of Networks and Systems, Bayreuth, Germany, 2021

SIAM Conference on Optimization, online, 2021

SIAM Conference on Control and Its Applications, online, 2021

SIAM Conference on Applications of Dynamical Systems, online 2021

SIAM Conference on Applications of Dynamical Systems, Snowbird, Utah, USA, 2019

Since 2017

Invited presentations

I have given 37 invited talks at various national and international conferences, including a presentation at the inaugural meeting of the IFAC seminar series on "Data-driven Methods in Control" as well as a keynote talk at the 2023 GAMM meeting on Computational and Mathematical Methods in Data Science (COMinDS).

09/2022

Local organization of the "International Workshop on Dynamics, Optimization, and Computation" (supported by DFG funding)

Since 01.10.2024

Professor of Safe Autonomous Systems (TU Dortmund)

Education and Academic Career
Since 2019

(Co-)Organization of six minisymposia at international conferences

European Conference on Computational Optimization, Heidelberg, Germany, 2023

Mathematical Theory of Networks and Systems, Bayreuth, Germany, 2021

SIAM Conference on Optimization, online, 2021

SIAM Conference on Control and Its Applications, online, 2021

SIAM Conference on Applications of Dynamical Systems, online 2021

SIAM Conference on Applications of Dynamical Systems, Snowbird, Utah, USA, 2019

Organisation of Scientific Events
Since 2017

Invited presentations

I have given 37 invited talks at various national and international conferences, including a presentation at the inaugural meeting of the IFAC seminar series on "Data-driven Methods in Control" as well as a keynote talk at the 2023 GAMM meeting on Computational and Mathematical Methods in Data Science (COMinDS).

Organisation of Scientific Events
Since 2015

Referee for a large number of Journals (published, e.g., by IEEE, SIAM, Springer, IFAC)

Since 2015

Referee for several funding agencies (DFG, ANR, EPSRC)

2022 - 30.09.2024

Board member of the research network SAIL

01.04.2021 - 30.09.2024

Assistant Professor (Jun.-Prof.)

Data Science for Engineering, Department of Computer Science, Paderborn University

Education and Academic Career
09/2022

Local organization of the "International Workshop on Dynamics, Optimization, and Computation" (supported by DFG funding)

Organisation of Scientific Events
2022

Junior Research Group leader ("Multicriteria Machine Learning"), funded by BMBF

Awards und Fellowships
01.10.2017 - 31.03.2021

Managing Director

Institute for Industrial Mathematics, Paderborn University

Education and Academic Career
2019

Best paper award at the 2019 IEEE International Symposium on Predictive Control of Electrical Drives and Power Electronics (PRECEDE)

Awards und Fellowships
01.10.2013 - 30.09.2017

Scientific Employee

Chair of Applied Mathematics and Institute for Industrial Mathematics (Prof. Dr. Michael Dellnitz, Paderborn University)

Education and Academic Career
08.08.2017

PhD

Title: "Exploiting Structure in Multiobjective Optimization and Optimal Control"

Education and Academic Career
01.10.2007 - 18.07.2013

Studies

Mechanical Engineering (RWTH Aachen)
Graduation: 07/18/2013 (M. Sc.)

Education and Academic Career
16.06.2006

Abitur

Hans-Ehrenberg-Gymnasium (Sennestadt)

Education and Academic Career

Publications

Latest Publications

Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency

F.M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, K. Worthmann, ArXiv:2402.02494 (2024).


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

K. Sonntag, S. Peitz, Journal of Optimization Theory and Applications (2024).


A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces

K. Sonntag, B. Gebken, G. Müller, S. Peitz, S. Volkwein, ArXiv:2402.06376 (2024).


Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning

S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira, Physica D: Nonlinear Phenomena 461 (2024) 134096.


Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories

S.E. Otto, S. Peitz, C.W. Rowley, SIAM Journal on Applied Dynamical Systems 23 (2024) 885–923.


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