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Gabriele Santin
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A new stable basis for radial basis function interpolation
S De Marchi, G Santin
Journal of Computational and Applied Mathematics 253, 1-13, 2013
732013
Digital proximity tracing on empirical contact networks for pandemic control
G Cencetti, G Santin, A Longa, E Pigani, A Barrat, C Cattuto, S Lehmann, ...
Nature communications 12 (1), 1-12, 2021
66*2021
Convergence rate of the data-independent -greedy algorithm in kernel-based approximation
G Santin, B Haasdonk
arXiv preprint arXiv:1612.02672, 2016
492016
Approximation of eigenfunctions in kernel-based spaces
G Santin, R Schaback
Advances in Computational Mathematics 42 (4), 973-993, 2016
332016
Fast computation of orthonormal basis for RBF spaces through Krylov space methods
S De Marchi, G Santin
BIT Numerical Mathematics 55 (4), 949-966, 2015
302015
Partition of unity interpolation using stable kernel-based techniques
R Cavoretto, S De Marchi, A De Rossi, E Perracchione, G Santin
Applied Numerical Mathematics 116, 95-107, 2017
262017
Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario
M Köppel, F Franzelin, I Kröker, S Oladyshkin, G Santin, D Wittwar, ...
Computational Geosciences 23 (2), 339-354, 2019
252019
Numerical modelling of a peripheral arterial stenosis using dimensionally reduced models and kernel methods
T Koeppl, G Santin, B Haasdonk, R Helmig
International journal for numerical methods in biomedical engineering 34 (8 …, 2018
222018
A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution
T Wenzel, G Santin, B Haasdonk
Journal of Approximation Theory 262, 105508, 2021
172021
Greedy kernel approximation for sparse surrogate modeling
B Haasdonk, G Santin
Reduced-Order Modeling (ROM) for Simulation and Optimization, 21-45, 2018
162018
Kernel Methods for Surrogate Modeling
G Santin, B Haasdonk
https://arxiv.org/abs/1907.10556, 2019
152019
A rescaled method for RBF approximation
S De Marchi, A Idda, G Santin
International Conference Approximation Theory, 39-59, 2016
142016
An algebraic cubature formula on curvilinear polygons
G Santin, A Sommariva, M Vianello
Applied mathematics and computation 217 (24), 10003-10015, 2011
132011
Interpolation with uncoupled separable matrix-valued kernels
D Wittwar, G Santin, B Haasdonk
arXiv preprint arXiv:1807.09111, 2018
112018
Greedy kernel methods for center manifold approximation
B Haasdonk, B Hamzi, G Santin, D Wittwar
Spectral and High Order Methods for Partial Differential Equations ICOSAHOM …, 2020
82020
Kernel methods for center manifold approximation and a weak data-based version of the Center Manifold Theorem
B Haasdonk, B Hamzi, G Santin, D Wittwar
Physica D: Nonlinear Phenomena 427, 133007, 2021
62021
Image reconstruction from scattered Radon data by weighted positive definite kernel functions
S De Marchi, A Iske, G Santin
Calcolo 55 (1), 1-24, 2018
52018
Approximating basins of attraction for dynamical systems via stable radial bases
R Cavoretto, S De Marchi, A De Rossi, E Perracchione, G Santin
AIP Conference Proceedings 1738 (1), 390003, 2016
52016
Sampling based approximation of linear functionals in reproducing kernel Hilbert spaces
G Santin, T Karvonen, B Haasdonk
BIT Numerical Mathematics 62 (1), 279-310, 2022
42022
Analysis of target data-dependent greedy kernel algorithms: Convergence rates for -, - and -greedy
T Wenzel, G Santin, B Haasdonk
arXiv preprint arXiv:2105.07411, 2021
32021
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