Santin, Gabriele
Santin, Gabriele
9 Kernel methods for surrogate modeling
2021-01-01 Santin, Gabriele; Haasdonk, Bernard
An algebraic cubature formula on curvilinear polygons
2011-01-01 Santin, G.; Sommariva, A.; Vianello, M.
Biomechanical Surrogate Modelling Using Stabilized Vectorial Greedy Kernel Methods
2021-01-01 Haasdonk, Bernard; Wenzel, Tizian; Santin, Gabriele; Schmitt, Syn
Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario
2019-01-01 Köppel, Markus; Franzelin, Fabian; Kröker, Ilja; Oladyshkin, Sergey; Santin, Gabriele; Wittwar, Dominik; Barth, Andrea; Haasdonk, Bernard; Nowak, Wolfgang; Pflüger, Dirk; Rohde, Christian
Digital proximity tracing on empirical contact networks for pandemic control
2021-01-01 Cencetti, Giulia; Santin, Gabriele; Longa, Antonio; Pigani, Emanuele; Barrat, Alain; Cattuto, Ciro; Lehmann, Sune; Salathe, Marcel; Lepri, Bruno
Greedy Kernel Methods for Accelerating Implicit Integrators for Parametric ODEs
2019-01-01 Brünnette, Tim; Santin, Gabriele; Haasdonk, Bernard
Kernel methods for center manifold approximation and a weak data-based version of the Center Manifold Theorem
2021-01-01 Haasdonk, B.; Hamzi, B.; Santin, G.; Wittwar, D.
Measuring close proximity interactions in summer camps during the COVID-19 pandemic
2022-01-01 Leoni, Elia; Cencetti, Giulia; Santin, Gabriele; Istomin, Timofei; Molteni, Davide; Picco, Gian Pietro; Farella, Elisabetta; Lepri, Bruno; Murphy, Amy L.
A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution
2021-01-01 Wenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard
Sampling based approximation of linear functionals in reproducing kernel Hilbert spaces
2022-01-01 Santin, Gabriele; Karvonen, Toni; Haasdonk, Bernard
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows
2022-01-01 Wenzel, Tizian; Kurz, Marius; Beck, Andrea; Santin, Gabriele; Haasdonk, Bernard
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 9 Kernel methods for surrogate modeling | 1-gen-2021 | Santin, Gabriele; Haasdonk, Bernard | |
| An algebraic cubature formula on curvilinear polygons | 1-gen-2011 | Santin, G.; Sommariva, A.; Vianello, M. | |
| Biomechanical Surrogate Modelling Using Stabilized Vectorial Greedy Kernel Methods | 1-gen-2021 | Haasdonk, Bernard; Wenzel, Tizian; Santin, Gabriele; Schmitt, Syn | |
| Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario | 1-gen-2019 | Köppel, Markus; Franzelin, Fabian; Kröker, Ilja; Oladyshkin, Sergey; Santin, Gabriele; Wittwar, Dominik; Barth, Andrea; Haasdonk, Bernard; Nowak, Wolfgang; Pflüger, Dirk; Rohde, Christian | |
| Digital proximity tracing on empirical contact networks for pandemic control | 1-gen-2021 | Cencetti, Giulia; Santin, Gabriele; Longa, Antonio; Pigani, Emanuele; Barrat, Alain; Cattuto, Ciro; Lehmann, Sune; Salathe, Marcel; Lepri, Bruno | |
| Greedy Kernel Methods for Accelerating Implicit Integrators for Parametric ODEs | 1-gen-2019 | Brünnette, Tim; Santin, Gabriele; Haasdonk, Bernard | |
| Kernel methods for center manifold approximation and a weak data-based version of the Center Manifold Theorem | 1-gen-2021 | Haasdonk, B.; Hamzi, B.; Santin, G.; Wittwar, D. | |
| Measuring close proximity interactions in summer camps during the COVID-19 pandemic | 1-gen-2022 | Leoni, Elia; Cencetti, Giulia; Santin, Gabriele; Istomin, Timofei; Molteni, Davide; Picco, Gian Pietro; Farella, Elisabetta; Lepri, Bruno; Murphy, Amy L. | |
| A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution | 1-gen-2021 | Wenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard | |
| Sampling based approximation of linear functionals in reproducing kernel Hilbert spaces | 1-gen-2022 | Santin, Gabriele; Karvonen, Toni; Haasdonk, Bernard | |
| Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows | 1-gen-2022 | Wenzel, Tizian; Kurz, Marius; Beck, Andrea; Santin, Gabriele; Haasdonk, Bernard |