Robust time-discretisation and linearisation schemes for singular and degenerate evolution systems modelling biofilm growth
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arXiv
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| Hauptverfasser: | , , , |
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| Format: | Preprint |
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2024
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| author | Smeets, R. K. H. Mitra, K. Pop, I. S. Sonner, S. |
| author_facet | Smeets, R. K. H. Mitra, K. Pop, I. S. Sonner, S. |
| contents | We propose and analyse numerical schemes for a system of quasilinear, degenerate evolution equations modelling biofilm growth as well as other processes such as flow through porous media and the spreading of wildfires. The first equation in the system is parabolic and exhibits degenerate and singular diffusion, while the second is either uniformly parabolic or an ordinary differential equation. First, we introduce a semi-implicit time discretisation that has the benefit of decoupling the equations. We prove the positivity, boundedness, and convergence of the time-discrete solutions to the time-continuous solution. Then, we introduce an iterative linearisation scheme to solve the resulting nonlinear time-discrete problems. Under weak assumptions on the time-step size, we prove that the scheme converges irrespective of the space discretisation and mesh. Moreover, if the problem is non-degenerate, the convergence becomes faster as the time-step size decreases. Finally, employing the finite element method for the spatial discretisation, we study the behaviour of the scheme, and compare its performance to other commonly used schemes. These tests confirm that the proposed scheme is robust and fast. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_00391 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Robust time-discretisation and linearisation schemes for singular and degenerate evolution systems modelling biofilm growth Smeets, R. K. H. Mitra, K. Pop, I. S. Sonner, S. Numerical Analysis Analysis of PDEs 65M12, 65M22, 35K51, 35K65 We propose and analyse numerical schemes for a system of quasilinear, degenerate evolution equations modelling biofilm growth as well as other processes such as flow through porous media and the spreading of wildfires. The first equation in the system is parabolic and exhibits degenerate and singular diffusion, while the second is either uniformly parabolic or an ordinary differential equation. First, we introduce a semi-implicit time discretisation that has the benefit of decoupling the equations. We prove the positivity, boundedness, and convergence of the time-discrete solutions to the time-continuous solution. Then, we introduce an iterative linearisation scheme to solve the resulting nonlinear time-discrete problems. Under weak assumptions on the time-step size, we prove that the scheme converges irrespective of the space discretisation and mesh. Moreover, if the problem is non-degenerate, the convergence becomes faster as the time-step size decreases. Finally, employing the finite element method for the spatial discretisation, we study the behaviour of the scheme, and compare its performance to other commonly used schemes. These tests confirm that the proposed scheme is robust and fast. |
| title | Robust time-discretisation and linearisation schemes for singular and degenerate evolution systems modelling biofilm growth |
| topic | Numerical Analysis Analysis of PDEs 65M12, 65M22, 35K51, 35K65 |
| url | https://arxiv.org/abs/2404.00391 |