Parallel two-scale finite element implementation of a system with varying microstructure
We propose a two-scale finite element method designed for het- erogeneous microstructures. Our approach exploits domain diffeomorphisms between the microscopic structures to gain computational efficiency. By us- ing a conveniently constructed pullback operator, we are able to model the different microscopic domains as macroscopically dependent deformations of a reference domain. This allows for a relatively simple finite element framework to approximate the underlying system of partial differential equations with a parallel computational structure. We apply this technique to a model problem where we focus on transport in plant tissues. We illustrate the accuracy of the implementation with convergence benchmarks and show satisfactory par- allelization speed-ups. We further highlight the effect of the heterogeneous microscopic structure on the output of the two-scale systems. Our imple- mentation (publicly available on GitHub) builds on the deal.II FEM library. Application of this technique allows for an increased capacity of microscopic detail in multiscale modeling, while keeping running costs manageable.
Funding
ModCompShock - Modelling and Computation for Shocks and Interfaces : EUROPEAN UNION | 642768
History
Publication status
- Published
File Version
- Published version
Journal
GAMM MitteilungenISSN
0936-7195Publisher
Wiley-BlackwellPublisher URL
External DOI
Issue
4Volume
47Article number
e202470005Department affiliated with
- Mathematics Publications
Research groups affiliated with
- Numerical Analysis and Scientific Computing Research Group Publications
Institution
University of SussexFull text available
- Yes
Peer reviewed?
- Yes