Hendrik Kleikamp

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Penalty Function

Constrained Optimization

Augmented Lagrangian

Hierarchical Models

Top Venues

Adv. Comput. Math.

SIAM J. Sci. Comput.

Publications

Hendrik Kleikamp
Application of an adaptive model hierarchy to parametrized optimal control problems. CoRR (2024)
Hendrik Kleikamp, Martin Lazar, Cesare Molinari
Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems. CoRR (2023)
Tizian Wenzel, Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler
Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling. LSSC (2023)
Tizian Wenzel, Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler
Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling. CoRR (2023)
Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler, Tizian Wenzel
A New Certified Hierarchical and Adaptive RB-ML-ROM Surrogate Model for Parametrized PDEs. SIAM J. Sci. Comput. 45 (3) (2023)
Björn Schembera, Frank Wübbeling, Hendrik Kleikamp, Christine Biedinger, Jochen Fiedler, Marco Reidelbach, Aurela Shehu, Burkhard Schmidt, Thomas Koprucki, Dorothea Iglezakis, Dominik Göddeke
Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines. CoRR (2023)
Tim Keil, Hendrik Kleikamp, Rolf J. Lorentzen, Micheal B. Oguntola, Mario Ohlberger
Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery. Adv. Comput. Math. 48 (6) (2022)
Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler, Tizian Wenzel
A new certified hierarchical and adaptive RB-ML-ROM surrogate model for parametrized PDEs. CoRR (2022)
Tim Keil, Hendrik Kleikamp, Rolf J. Lorentzen, Micheal B. Oguntola, Mario Ohlberger
Adaptive machine learning based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery. CoRR (2022)
Hendrik Kleikamp, Mario Ohlberger, Stephan Rave
Nonlinear Model Order Reduction using Diffeomorphic Transformations of a Space-Time Domain. CoRR (2022)