A framework for multi-scale modelling

Open Access
Authors
Publication date 2014
Journal Philosophical Transactions of the Royal Society A - Mathematical, Physical and Engineering Sciences
Article number 2013037813
Volume | Issue number 372 | 2021
Number of pages 13
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
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.
Document type Article
Language English
Published at https://doi.org/10.1098/rsta.2013.0378
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