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Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models

BACKGROUND: Hybrid simulation of (computational) biochemical reaction networks, which combines stochastic and deterministic dynamics, is an important direction to tackle future challenges due to complex and multi-scale models. Inherently hybrid computational models of biochemical networks entail two...

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Autores principales: Herajy, Mostafa, Liu, Fei, Rohr, Christian, Heiner, Monika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5534078/
https://www.ncbi.nlm.nih.gov/pubmed/28754122
http://dx.doi.org/10.1186/s12918-017-0449-6
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author Herajy, Mostafa
Liu, Fei
Rohr, Christian
Heiner, Monika
author_facet Herajy, Mostafa
Liu, Fei
Rohr, Christian
Heiner, Monika
author_sort Herajy, Mostafa
collection PubMed
description BACKGROUND: Hybrid simulation of (computational) biochemical reaction networks, which combines stochastic and deterministic dynamics, is an important direction to tackle future challenges due to complex and multi-scale models. Inherently hybrid computational models of biochemical networks entail two time scales: fast and slow. Therefore, it is intricate to efficiently and accurately analyse them using only either deterministic or stochastic simulation. However, there are only a few software tools that support such an approach. These tools are often limited with respect to the number as well as the functionalities of the provided hybrid simulation algorithms. RESULTS: We present Snoopy’s hybrid simulator, an efficient hybrid simulation software which builds on Snoopy, a tool to construct and simulate Petri nets. Snoopy’s hybrid simulator provides a wide range of state-of-the-art hybrid simulation algorithms. Using this tool, a computational model of biochemical networks can be constructed using a (coloured) hybrid Petri net’s graphical notations, or imported from other compatible formats (e.g. SBML), and afterwards executed via dynamic or static hybrid simulation. CONCLUSION: Snoopy’s hybrid simulator is a platform-independent tool providing an accurate and efficient simulation of hybrid (biological) models. It can be downloaded free of charge as part of Snoopy from http://www-dssz.informatik.tu-cottbus.de/DSSZ/Software/Snoopy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-017-0449-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-55340782017-08-03 Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models Herajy, Mostafa Liu, Fei Rohr, Christian Heiner, Monika BMC Syst Biol Software BACKGROUND: Hybrid simulation of (computational) biochemical reaction networks, which combines stochastic and deterministic dynamics, is an important direction to tackle future challenges due to complex and multi-scale models. Inherently hybrid computational models of biochemical networks entail two time scales: fast and slow. Therefore, it is intricate to efficiently and accurately analyse them using only either deterministic or stochastic simulation. However, there are only a few software tools that support such an approach. These tools are often limited with respect to the number as well as the functionalities of the provided hybrid simulation algorithms. RESULTS: We present Snoopy’s hybrid simulator, an efficient hybrid simulation software which builds on Snoopy, a tool to construct and simulate Petri nets. Snoopy’s hybrid simulator provides a wide range of state-of-the-art hybrid simulation algorithms. Using this tool, a computational model of biochemical networks can be constructed using a (coloured) hybrid Petri net’s graphical notations, or imported from other compatible formats (e.g. SBML), and afterwards executed via dynamic or static hybrid simulation. CONCLUSION: Snoopy’s hybrid simulator is a platform-independent tool providing an accurate and efficient simulation of hybrid (biological) models. It can be downloaded free of charge as part of Snoopy from http://www-dssz.informatik.tu-cottbus.de/DSSZ/Software/Snoopy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-017-0449-6) contains supplementary material, which is available to authorized users. BioMed Central 2017-07-28 /pmc/articles/PMC5534078/ /pubmed/28754122 http://dx.doi.org/10.1186/s12918-017-0449-6 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Herajy, Mostafa
Liu, Fei
Rohr, Christian
Heiner, Monika
Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
title Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
title_full Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
title_fullStr Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
title_full_unstemmed Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
title_short Snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
title_sort snoopy’s hybrid simulator: a tool to construct and simulate hybrid biological models
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5534078/
https://www.ncbi.nlm.nih.gov/pubmed/28754122
http://dx.doi.org/10.1186/s12918-017-0449-6
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