A review of troubled cell indicators for discontinuous Galerkin method
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arXiv
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| Format: | Preprint |
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2023
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| _version_ | 1866916321347764224 |
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| author | Kochi, S R Siva Prasad Ramakrishna, M |
| author_facet | Kochi, S R Siva Prasad Ramakrishna, M |
| contents | In this paper, eight different troubled cell indicators (shock detectors) are reviewed for the solution of nonlinear hyperbolic conservation laws using discontinuous Galerkin (DG) method and a WENO limiter on both structured and unstructured meshes. Extensive simulations using one-dimensional and two-dimensional problems (2D Riemann problem and the double Mach reflection) for various orders on the hyperbolic system of Euler equations are used to compare these troubled cell indicators. They are evaluated based on the percentage of cells flagged as troubled cells for various orders and various grid sizes. CPU time taken to test a single cell for discontinuity is also compared. For one-dimensional problems, the performance of Fu and Shu indicator and the modified KXRCF indicator is better than other indicators. For two-dimensional problems, the performance of the artificial neural network (ANN) indicator of Ray and Hesthaven is quite good and the Fu and Shu and the modified KXRCF indicators are also good. These three indicators are suitable candidates for applications of DGM using WENO limiters though it should be noted that the ANN indicator is quite expensive and requires a lot of training. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2309_11973 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | A review of troubled cell indicators for discontinuous Galerkin method Kochi, S R Siva Prasad Ramakrishna, M Numerical Analysis 35L65, 35L67, 76L05 In this paper, eight different troubled cell indicators (shock detectors) are reviewed for the solution of nonlinear hyperbolic conservation laws using discontinuous Galerkin (DG) method and a WENO limiter on both structured and unstructured meshes. Extensive simulations using one-dimensional and two-dimensional problems (2D Riemann problem and the double Mach reflection) for various orders on the hyperbolic system of Euler equations are used to compare these troubled cell indicators. They are evaluated based on the percentage of cells flagged as troubled cells for various orders and various grid sizes. CPU time taken to test a single cell for discontinuity is also compared. For one-dimensional problems, the performance of Fu and Shu indicator and the modified KXRCF indicator is better than other indicators. For two-dimensional problems, the performance of the artificial neural network (ANN) indicator of Ray and Hesthaven is quite good and the Fu and Shu and the modified KXRCF indicators are also good. These three indicators are suitable candidates for applications of DGM using WENO limiters though it should be noted that the ANN indicator is quite expensive and requires a lot of training. |
| title | A review of troubled cell indicators for discontinuous Galerkin method |
| topic | Numerical Analysis 35L65, 35L67, 76L05 |
| url | https://arxiv.org/abs/2309.11973 |