A framework for multi-scale modelling

被引:47
作者
Chopard, B. [1 ]
Borgdorff, Joris [2 ]
Hoekstra, A. G. [2 ,3 ]
机构
[1] Univ Geneva, Dept Comp Sci, Geneva, Switzerland
[2] Univ Amsterdam, Dept Computat Sci, Amsterdam, Netherlands
[3] Natl Res Univ ITMO, St Petersburg, Russia
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2014年 / 372卷 / 2021期
关键词
multi-scale; modelling; simulation; framework; methodology; multi-scale parallelism; SIMULATIONS; LANGUAGE; DYNAMICS;
D O I
10.1098/rsta.2013.0378
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
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页数:13
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