A framework for multi-scale modelling
| Authors |
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| 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 |
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| 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.
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| Document type | Article |
| Language | English |
| Published at | https://doi.org/10.1098/rsta.2013.0378 |
| Downloads |
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