Tizian Wenzel
According to our database1,
Tizian Wenzel
authored at least 15 papers
between 2019 and 2024.
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Bibliography
2024
Data-Driven Kernel Designs for Optimized Greedy Schemes: A Machine Learning Perspective.
SIAM J. Sci. Comput., February, 2024
A comparison study of supervised learning techniques for the approximation of high dimensional functions and feedback control.
CoRR, 2024
2023
A New Certified Hierarchical and Adaptive RB-ML-ROM Surrogate Model for Parametrized PDEs.
SIAM J. Sci. Comput., June, 2023
On the optimality of target-data-dependent kernel greedy interpolation in Sobolev Reproducing Kernel Hilbert Spaces.
CoRR, 2023
Sharp inverse estimates for radial basis function interpolation: One-to-one correspondence between smoothness and approximation rates.
CoRR, 2023
Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling.
CoRR, 2023
2022
Adaptive meshfree solution of linear partial differential equations with PDE-greedy kernel methods.
CoRR, 2022
CoRR, 2022
2021
A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution.
J. Approx. Theory, 2021
Analysis of target data-dependent greedy kernel algorithms: Convergence rates for f-, $f \cdot P$- and f/P-greedy.
CoRR, 2021
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021
A Full Order, Reduced Order and Machine Learning Model Pipeline for Efficient Prediction of Reactive Flows.
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021
2019
A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability & uniform point distribution.
CoRR, 2019
Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019