Title | ||
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hyper.deal: An Efficient, Matrix-free Finite-element Library for High-dimensional Partial Differential Equations |
Abstract | ||
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AbstractThis work presents the efficient, matrix-free finite-element library hyper.deal for solving partial differential equations in two up to six dimensions with high-order discontinuous Galerkin methods. It builds upon the low-dimensional finite-element library deal.II to create complex low-dimensional meshes and to operate on them individually. These meshes are combined via a tensor product on the fly, and the library provides new special-purpose highly optimized matrix-free functions exploiting domain decomposition as well as shared memory via MPI-3.0 features. Both node-level performance analyses and strong/weak-scaling studies on up to 147,456 CPU cores confirm the efficiency of the implementation. Results obtained with the library hyper.deal are reported for high-dimensional advection problems and for the solution of the Vlasov–Poisson equation in up to six-dimensional phase space. |
Year | DOI | Venue |
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2021 | 10.1145/3469720 | ACM Transactions on Mathematical Software |
Keywords | DocType | Volume |
Matrix-free operator evaluation, discontinuous Galerkin methods, high-dimensional, high-order, Vlasov-Poisson equation, MPI-3.0 shared memory | Journal | 47 |
Issue | ISSN | Citations |
4 | 0098-3500 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Munch Peter | 1 | 0 | 0.34 |
Katharina Kormann | 2 | 26 | 4.97 |
Martin Kronbichler | 3 | 323 | 31.00 |