Harbrecht, Helmut and Zaspel, Peter.
(2019)
* On the algebraic construction of sparse multilevel approximations of elliptic tensor product problems.*
Journal of scientific computing, 78 (2).
pp. 1272-1290.

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Official URL: https://edoc.unibas.ch/69699/

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## Abstract

We consider the solution of elliptic problems on the tensor product of two physical domains as for example present in the approximation of the solution covariance of elliptic partial differential equations with random input. Previous sparse approximation approaches used a geometrically constructed multilevel hierarchy. Instead, we construct this hierarchy for a given discretized problem by means of the algebraic multigrid method. Thereby, we are able to apply the sparse grid combination technique to problems given on complex geometries and for discretizations arising from unstructured grids, which was not feasible before. Numerical results show that our algebraic construction exhibits the same convergence behaviour as the geometric construction, while being applicable even in black-box type PDE solvers.

Faculties and Departments: | 05 Faculty of Science > Departement Mathematik und Informatik > Mathematik > Computational Mathematics (Harbrecht) |
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UniBasel Contributors: | Harbrecht, Helmut and Zaspel, Peter |

Item Type: | Article, refereed |

Article Subtype: | Research Article |

Publisher: | Springer |

ISSN: | 0885-7474 |

e-ISSN: | 1573-7691 |

Note: | Publication type according to Uni Basel Research Database: Journal article |

Language: | English |

Identification Number: | |

Last Modified: | 01 Jul 2020 12:49 |

Deposited On: | 19 Mar 2019 14:23 |

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