Compartmental Modeling Software: A Fast, Discrete Stochastic Framework for Biochemical and Epidemiological Simulation

被引:0
|
作者
Lorton, Christopher W. [1 ]
Proctor, Joshua L. [1 ]
Roh, Min K. [1 ]
Welkhoff, Philip A. [2 ]
机构
[1] Inst Dis Modeling, Bellevue, WA 98005 USA
[2] Bill & Melinda Gates Fdn, Seattle, WA 98109 USA
关键词
Stochastic simulation; Compartmental; Open source; SYSTEMS;
D O I
10.1007/978-3-030-31304-3_18
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The compartmental modeling software (CMS) is an open source computational framework that can simulate discrete, stochastic reaction models which are often utilized to describe complex systems from epidemiology and systems biology. In this article, we report the computational requirements, the novel input model language, the available numerical solvers, and the output file format for CMS. In addition, the CMS code repository also includes a library of example model files, unit and regression tests, and documentation. Two examples, one from systems biology and the other from computational epidemiology, are included that highlight the functionality of CMS. We believe the creation of computational frameworks such as CMS will advance our scientific understanding of complex systems as well as encourage collaborative efforts for code development and knowledge sharing.
引用
收藏
页码:308 / 314
页数:7
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