University of Münster
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Parametrized optimal control and transport-dominated problems: Reduced basis methods, nonlinear reduction strategies and data driven surrogates

Basic data of the doctoral examination procedure

Doctoral examination procedure finished at: Doctoral examination procedure at University of Münster
Period of time: 01/01/2021 - 19/12/2024
Status: completed
Candidate: Kleikamp, Hendrik
Doctoral subject: Mathematik
Doctoral degree: Dr. rer. nat.
Form of the doctoral thesis: monographic
Awarded by: Department 10 - Mathematics and Computer Science
Supervisors: Ohlberger, Mario
Reviewers: Ohlberger, Mario; Breiten, Tobias

Promovend*in an der Universität Münster

Kleikamp, Hendrik
Professorship of Applied Mathematics, especially Numerics (Prof. Ohlberger)

Supervision at the University of Münster

Ohlberger, Mario
Professorship of Applied Mathematics, especially Numerics (Prof. Ohlberger)
Center for Nonlinear Science

Review at the University of Münster

Ohlberger, Mario
Professorship of Applied Mathematics, especially Numerics (Prof. Ohlberger)

Projects in which the doctoral examination procedure takes/took place

Cluster of Excellence 2044 - Mathematics Münster: Dynamics – Geometry – Structure (EXC 2044)
Duration: 01/01/2019 - 31/12/2025 | 1st Funding period
Funded by: DFG - Cluster of Excellence
Type of project: Main DFG-project hosted at University of Münster

Publications resulting from doctoral examination procedure

Adaptive Model Hierarchies for Multi-Query Scenarios
Kleikamp, Hendrik; Ohlberger, Mario (2025)
In: Körner, Andreas; Kugi, Andreas; Kemmetmüller, Wolfgang; Deutschmann-Olek, Andreas; Steinböck, Andreas; Hartl-Nesic, Christian; Jadachowski, Lukasz Piotr (eds.), MATHMOD 2025 - Discussion Contribution Volume, 15-16. Wien: ARGESIM Verlag. doi:10.34726/9007
Research article in edited proceedings (conference) | Peer reviewed | Published
Two-stage model reduction approaches for the efficient and certified solution of parametrized optimal control problems
Kleikamp, Hendrik; Renelt, Lukas (2025)
In: Journal of Scientific Computing, 104(78). doi:10.1007/s10915-025-02988-w
Research article (journal) | Published
Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling
Wenzel, Tizian; Haasdonk, Bernard; Kleikamp, Hendrik; Ohlberger, Mario; Schindler, Felix (2024)
In: Lirkov, I.; Margenov, S. (eds.), Large-Scale Scientific Computations, 117-125. Cham: Springer Nature. doi:10.1007/978-3-031-56208-2_11
Research article in edited proceedings (conference) | Peer reviewed | Published
Model Reduction and Learning for PDE Constrained Optimization
Ohlberger, M.; Banholzer, S.; Haasdonk, B.; Keil, T., Kleikamp, H.; Mechelli, L.; Oguntola, M;, Schindler,F.; Volkwein, S.; Wenzel, T. (2023)
In: Oberwolfach Reports, 13/2023. doi:10.4171/OWR/2023/13
Abstract in journal (conference) | Peer reviewed | Published
A new certified hierarchical and adaptive RB-ML-ROM surrogate model for parametrized PDEs
Haasdonk B, Kleikamp H, Ohlberger M, Schindler F, Wenzel T (2023)
In: SIAM Journal on Scientific Computing, 45(3), A1039-1065. doi:10.1137/22M1493318
Research article (journal) | Peer reviewed | Published
Show all publications (7)