Abstract
In this work, we introduce and analyse discontinuous Galerkin (dG) methods for the drift–diffusion model. We explore two dG formulations: a classical interior penalty approach and a nodally bound-preserving method. Whilst the interior penalty method demonstrates well-posedness and convergence, it fails to guarantee non-negativity of the solution. To address this deficit, which is often important to ensure in applications, we employ a positivity-preserving method based on a convex subset formulation, ensuring the non-negativity of the solution at the Lagrange nodes. We validate our findings by summarising extensive numerical experiments, highlighting the novelty and effectiveness of our approach in handling the complexities of charge carrier transport.
Original language | English |
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Article number | 116670 |
Journal | Journal of Computational and Applied Mathematics |
Volume | 470 |
Early online date | 24 Apr 2025 |
DOIs | |
Publication status | E-pub ahead of print - 24 Apr 2025 |
Data Availability Statement
Data will be made available on request.Funding
AT is supported by a scholarship from the EPSRC Centre for Doctoral Training in Advanced Automotive Propulsion Systems (AAPS), under the project EP/S023364/1. TP is grateful for partial support from the EPSRC, United Kingdom grants EP/X030067/1, EP/W026899/1. Both TP and GRB are supported by the Leverhulme Trust Research Project Grant RPG-2021-238.
Funders | Funder number |
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Engineering and Physical Sciences Research Council | EP/S023364/1, EP/W026899/1, EP/X030067/1 |
Leverhulme Trust | RPG-2021-238 |
Keywords
- Bound-preserving methods
- Discontinuous Galerkin
- Finite element methods
ASJC Scopus subject areas
- Computational Mathematics
- Applied Mathematics