Hendrik Kleikamp

Orcid: 0000-0003-1264-5941

According to our database1, Hendrik Kleikamp authored at least 11 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Adaptive Model Hierarchies for Multi-Query Scenarios.
CoRR, 2024

Kernel Methods in the Deep Ritz framework: Theory and practice.
CoRR, 2024

Two-stage model reduction approaches for the efficient and certified solution of parametrized optimal control problems.
CoRR, 2024

Application of an adaptive model hierarchy to parametrized optimal control problems.
CoRR, 2024

Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics.
Proceedings of the Metadata and Semantic Research - 18th Research Conference, 2024

2023
A New Certified Hierarchical and Adaptive RB-ML-ROM Surrogate Model for Parametrized PDEs.
SIAM J. Sci. Comput., June, 2023

Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems.
CoRR, 2023

Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines.
Proceedings of the Metadata and Semantic Research - 17th Research Conference, 2023

Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling.
Proceedings of the Large-Scale Scientific Computations - 14th International Conference, 2023

2022
Nonlinear Model Order Reduction using Diffeomorphic Transformations of a Space-Time Domain.
CoRR, 2022

Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery.
Adv. Comput. Math., 2022


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