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

Affiliations of external reviewers: Technical University of Berlin (TU Berlin)

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 Data Science and Complexity (CDSC)

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)