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Numerical Scheme for Kinetic Transport Equation with Internal State
- Source :
- Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, Society for Industrial and Applied Mathematics, 2021, 19 (1), pp.18-27
- Publication Year :
- 2021
- Publisher :
- Society for Industrial & Applied Mathematics (SIAM), 2021.
-
Abstract
- International audience; We investigate the numerical discretization of a two-stream kinetic system with an internal state, such system has been introduced to model the motion of cells by chemotaxis. This internal state models the intracellular methylation level. It adds a variable in the mathematical model, which makes it more challenging to simulate numerically. Moreover, it has been shown that the macroscopic or mesoscopic quantities computed from this system converge to the Keller-Segel system at diffusive scaling or to the velocity-jump kinetic system for chemotaxis at hyperbolic scaling. Then we pay attention to propose numerical schemes uniformly accurate with respect to the scaling parameter. We show that these schemes converge to some limiting schemes which are consistent with the limiting macroscopic or kinetic system. This study is illustrated with some numerical simulations and comparisons with Monte Carlo simulations.
- Subjects :
- Discretization
Monte Carlo method
General Physics and Astronomy
010103 numerical & computational mathematics
Asymptotic-preserving scheme
Kinetic energy
01 natural sciences
Quantitative Biology::Cell Behavior
Mathematics - Analysis of PDEs
FOS: Mathematics
[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]
Statistical physics
chemotaxis
0101 mathematics
Scaling
Variable (mathematics)
Physics
Mesoscopic physics
Ecological Modeling
kinetic-transport model with internal state
General Chemistry
State (functional analysis)
Computer Science Applications
010101 applied mathematics
Well-balanced scheme
Modeling and Simulation
Convection–diffusion equation
Analysis of PDEs (math.AP)
Subjects
Details
- ISSN :
- 15403467 and 15403459
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- Multiscale Modeling & Simulation
- Accession number :
- edsair.doi.dedup.....2c00941d8ddc9fd3ead6cc032c917429
- Full Text :
- https://doi.org/10.1137/20m134441x