Wenzel, Tizian
- Data-driven kernel designs for optimized greedy schemes: A machine learning perspective
2023/01/19 by Tizian Wenzel, Wenzel, Tizian, Francesco Marchetti +3 · 5 citations
Engineering · Physics and Astronomy · #Asphalt Pavement Performance Evaluation #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering
- Sharp inverse statements for kernel interpolation
2023/06/26 by Tizian Wenzel, Wenzel, Tizian · 5 citations
Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering
- General superconvergence for kernel-based approximation
2025/05/16 by Toni Karvonen, Gabriele Santin, Karvonen, Toni +3 · 5 citations
Engineering · Mathematics · #Approximation Theory and Sequence Spaces #FOS: Mathematics #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Numerical methods in engineering
- Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling
2023/02/28 by Tizian Wenzel, Bernard Haasdonk, Wenzel, Tizian +7 · 2 citations
Physics and Astronomy · Engineering · Mathematics · #Model Reduction and Neural Networks #Electromagnetic Simulation and Numerical Methods #Numerical methods for differential equations
- Analysis of Structured Deep Kernel Networks
2021/05/15 by Wenzel, Tizian, Santin, Gabriele, Haasdonk, Bernard · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Greedy Kernel Methods for Approximating Breakthrough Curves for Reactive Flow from 3D Porous Geometry Data
2024/05/29 by Robin Herkert, Herkert, Robin, Patrick Buchfink +9 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #Computer Graphics and Visualization Techniques #Enhanced Oil Recovery Techniques #FOS: Mathematics #Geological Modeling and Analysis #Numerical Analysis (math.NA)