Back to Search
Start Over
Dimensional Reduction of a Multiscale Model Based on Long Time Asymptotics
- Source :
- Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, 2017, 15 (3), pp.1198-1241. ⟨10.1137/16M1062545⟩, Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, Society for Industrial and Applied Mathematics, 2017, 15 (3), pp.1198-1241. ⟨10.1137/16M1062545⟩
- Publication Year :
- 2017
- Publisher :
- Society for Industrial & Applied Mathematics (SIAM), 2017.
-
Abstract
- International audience; We consider a class of kinetic models for which a moment equation has a natural interpretation. We show that, depending on their velocity field, some models lead to moment equations that enable one to compute monokinetic solutions economically. We detail the example of a multiscale structured cell population model, consisting of a system of 2D transport equations. The reduced model, a system of 1D transport equations, is obtained by computing the moments of the 2D model with respect to one variable. The 1D solution is defined from the solution of the 2D model starting from an initial condition that is a Dirac mass in the direction removed by reduction. Long time properties of the 1D model solution are obtained in connection with properties of the support of the 2D solution for general case initial conditions. Finite volume numerical approximations of the 1D reduced model can be used to compute the moments of the 2D solution with proper accuracy. The numerical robustness is studied in the scalar case, and a full scale vector case is presented.
- Subjects :
- Dirac (software)
kinetic models
General Physics and Astronomy
finite volume method
AMS 35Q92, 35B40, 65N08
01 natural sciences
model reduction
Initial value problem
asymptotic behavior
[MATH]Mathematics [math]
0101 mathematics
Mathematics
Finite volume method
cell structured population
Ecological Modeling
010102 general mathematics
Mathematical analysis
Scalar (physics)
General Chemistry
Computer Science Applications
010101 applied mathematics
Moment (mathematics)
Dimensional reduction
Modeling and Simulation
Vector field
Reduction (mathematics)
Subjects
Details
- ISSN :
- 15403467 and 15403459
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- Multiscale Modeling & Simulation
- Accession number :
- edsair.doi.dedup.....72f6ca6458eeb3f7dc7991fb3419648c
- Full Text :
- https://doi.org/10.1137/16m1062545