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Finite-volume scheme for a degenerate cross-diffusion model motivated from ion transport
Clément Cancès1, Claire Chainais-Hillairet1, Anita Gerstenmayer2
1Inria, Université de Lille CNRS, UMR 8524-Laboratoire Paul Painlevé Lille France.
A new numerical scheme accurately models ion transport through biological membranes. This finite-volume method handles complex cross-diffusion systems, ensuring solution existence and preserving key properties for efficient simulations.
Area of Science:
- Computational Biology
- Mathematical Modeling
- Biophysics
Background:
- Ion transport through biological membranes is crucial for cellular function.
- Modeling ion transport involves complex, degenerate cross-diffusion systems.
- Existing numerical methods face mathematical difficulties due to system degeneracies.
Purpose of the Study:
- To propose an implicit Euler finite-volume scheme for a degenerate cross-diffusion system.
- To address mathematical challenges posed by nonstandard degeneracies in ion transport models.
- To demonstrate the scheme's efficiency and accuracy in simulating ion channels.
Main Methods:
- Developed an implicit Euler finite-volume scheme using two-point flux approximations.
- Employed 'double' upwind mobilities to handle drift terms and electric potential coupling.
- Proved the existence of solutions and established a new discrete Aubin-Lions lemma.
Main Results:
- The scheme's solutions are proven to exist for the fully discrete system.
- The scheme preserves essential properties like nonnegativity and entropy dissipation.
- Numerical simulations of a calcium channel demonstrate the scheme's efficiency.
Conclusions:
- The proposed finite-volume scheme effectively overcomes mathematical degeneracies in ion transport models.
- The method is efficient and accurate for simulating ion transport, even in complex scenarios.
- This work provides a robust computational tool for studying biological membrane phenomena.
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