Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems

Kleikamp, Hendrik; Lazar, Martin; Molinari, Cesare (2025)
In: ESAIM: Mathematical Modelling and Numerical Analysis, 59(1)
Type of Publication: Research article (journal)

Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines

Schembera, Björn; Wübbeling, Frank; Kleikamp, Hendrik; Biedinger, Christine; Fiedler, Jochen; Reidelbach, Marco; Shehu, Aurela; Schmidt, Burkhard; Koprucki, Thomas; Iglezakis, Dorothea; Göddeke, Dominik (2024)
In: Garoufallou, Emmanouel; Sartori, Fabio (eds.), Metadata and Semantic Research - 17th Research Conference, MTSR 2023, Milan, Italy, October 25–27, 2023, Revised Selected Papers. Cham: .
Type of Publication: Research article in edited proceedings (conference)

Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics

Schembera, Björn; Wübbeling, Frank; Kleikamp, Hendrik; Schmidt, Burkhard; Shehu, Aurela; Reidelbach, Marco; Biedinger, Christine; Fiedler, Jochen; Koprucki, Thomas; Iglezakis, Dorothea; Göddeke, Dominik (2024)
In: (eds.), Proceedings of the 18th International Conference on Metadata and Semantics Research 2024..
Type of Publication: Research article in edited proceedings (conference)

Kernel Methods in the Deep Ritz framework: Theory and practice

Kleikamp, Hendrik; Wenzel, Tizian (2024)
In: arXiv:2410.03503.
Type of Publication: Research article in digital collection

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)
Type of Publication: Research article (journal)

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Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems Kleikamp, Hendrik; Lazar, Martin; Molinari, Cesare (2025) In: ESAIM: Mathematical Modelling and Numerical Analysis, 59(1) Type of Publication: Research article (journal)
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. Cham: . Type of Publication: Research article in edited proceedings (conference)
Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines Schembera, Björn; Wübbeling, Frank; Kleikamp, Hendrik; Biedinger, Christine; Fiedler, Jochen; Reidelbach, Marco; Shehu, Aurela; Schmidt, Burkhard; Koprucki, Thomas; Iglezakis, Dorothea; Göddeke, Dominik (2024) In: Garoufallou, Emmanouel; Sartori, Fabio (eds.), Metadata and Semantic Research - 17th Research Conference, MTSR 2023, Milan, Italy, October 25–27, 2023, Revised Selected Papers. Cham: . Type of Publication: Research article in edited proceedings (conference)
Application of an adaptive model hierarchy to parametrized optimal control problems Kleikamp, Hendrik (2024) In: P. Frolkovič, K. Mikula and D. Ševčovič (eds.), Proceedings of the Conference Algoritmy 2024. Bratislava: . Type of Publication: Research article in edited proceedings (conference)
Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics Schembera, Björn; Wübbeling, Frank; Kleikamp, Hendrik; Schmidt, Burkhard; Shehu, Aurela; Reidelbach, Marco; Biedinger, Christine; Fiedler, Jochen; Koprucki, Thomas; Iglezakis, Dorothea; Göddeke, Dominik (2024) In: (eds.), Proceedings of the 18th International Conference on Metadata and Semantics Research 2024.. Type of Publication: Research article in edited proceedings (conference)
Two-stage model reduction approaches for the efficient and certified solution of parametrized optimal control problems Kleikamp, Hendrik; Renelt, Lukas (2024) In: arXiv:2408.15900. Type of Publication: Research article in digital collection
Kernel Methods in the Deep Ritz framework: Theory and practice Kleikamp, Hendrik; Wenzel, Tizian (2024) In: arXiv:2410.03503. Type of Publication: Research article in digital collection
Adaptive Model Hierarchies for Multi-Query Scenarios Kleikamp, Hendrik; Ohlberger, Mario (2024) In: arXiv:2411.17252. Type of Publication: Research article in digital collection
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) Type of Publication: Research article (journal)
Nonlinear Model Order Reduction using Diffeomorphic Transformations of a Space-Time Domain Kleikamp Hendrik, Ohlberger Mario, Rave Stephan (2022) In: Breitenecker, Felix; Kemmetmüller, Wolfgang; Körner, Andreas; Kugi, Andreas; Troch, Inge (eds.), MATHMOD 2022 - Discussion Contribution Volume. Wien: . Type of Publication: Research article in edited proceedings (conference)