Multiscale Computing with the Multiscale Modeling Library and Runtime Environment
| Autor: | Mohamed Ben Belgacem, Bartosz Bosak, Joris Borgdorff, Derek Groen, Krzysztof Kurowski, Mariusz Mamonski, Alfons G. Hoekstra |
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| Přispěvatelé: | Computational Science Lab (IVI, FNWI) |
| Jazyk: | angličtina |
| Rok vydání: | 2013 |
| Předmět: |
distributed multiscale computing
Java Fortran Computer science Quantitative Biology::Tissues and Organs Physics::Medical Physics ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION 02 engineering and technology computer.software_genre 01 natural sciences 010305 fluids & plasmas Computational science Computer Science::Robotics Component (UML) 0103 physical sciences 0202 electrical engineering electronic engineering information engineering Multiscale modeling ddc:025.063 General Environmental Science computer.programming_language ComputingMethodologies_COMPUTERGRAPHICS Distributed multiscale computing MUSCLE multiscale modeling General Earth and Planetary Sciences 020201 artificial intelligence & image processing Data mining computer |
| Zdroj: | Procedia Computer Science, 18, 1097-1105. Elsevier Procedia Computer Science Procedia Computer Science, Vol. 18 (2013) pp. 1097-1105 ICCS |
| ISSN: | 1877-0509 |
| Popis: | We introduce a software tool to simulate multiscale models: the Multiscale Coupling Library and Environment 2 (MUSCLE 2). MUSCLE 2 is a component-based modeling tool inspired by the multiscale modeling and simulation framework, with an easy-to-use API which supports Java, C++, C, and Fortran. We present MUSCLE 2's runtime features, such as its distributed computing capabilities, and its benefits to multiscale modelers. We also describe two multiscale models that use MUSCLE 2 to do distributed multiscale computing: an in-stent restenosis and a canal system model. We conclude that MUSCLE 2 is a notable improvement over the previous version of MUSCLE, and that it allows users to more flexibly deploy simulations of multiscale models, while improving their performance. |
| Databáze: | OpenAIRE |
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