| Literature DB >> 24982249 |
B Chopard1, Joris Borgdorff2, A G Hoekstra3.
Abstract
We review a methodology to design, implement and execute multi-scale and multi-science numerical simulations. We identify important ingredients of multi-scale modelling and give a precise definition of them. Our framework assumes that a multi-scale model can be formulated in terms of a collection of coupled single-scale submodels. With concepts such as the scale separation map, the generic submodel execution loop (SEL) and the coupling templates, one can define a multi-scale modelling language which is a bridge between the application design and the computer implementation. Our approach has been successfully applied to an increasing number of applications from different fields of science and technology.Keywords: framework; methodology; modelling; multi-scale; multi-scale parallelism; simulation
Year: 2014 PMID: 24982249 PMCID: PMC4084523 DOI: 10.1098/rsta.2013.0378
Source DB: PubMed Journal: Philos Trans A Math Phys Eng Sci ISSN: 1364-503X Impact factor: 4.226