A process algebra framework for multi-scale modelling of biological systems

A process algebra framework for multi-scale modelling of biological systems
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用于生物系统多尺度建模的过程代数框架

DOI:
10.1016/j.tcs.2013.03.018
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发表时间:
2013
影响因子:
1.1
通讯作者:
Degasperi A
Degasperi A
中科院分区:
计算机科学4区
文献类型:
--
作者:
Degasperi A

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We introduce a novel process algebra for modelling biological systems at multiple scales, called process algebra with hooks (PAH). Processes represent biological entities, such as molecules, cells and tissues, while two algebraic operators, both symmetric, define composition of processes within and between scales. Composed actions allow for biological events to interact within and between scales at the same time. The algebra has a stochastic semantics based on functional rates of reactions. Two bisimulations are defined on PAH processes. The first bisimulation is used to aid model development by checking that two biological scales can interact correctly. The second bisimulation is a congruence that relates models, or part of models, that can perform the same timed events at a specified scale. Finally, we provide a PAH model of pattern formation in a tissue and illustrate reasoning about its behaviour using the PAH framework.
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