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Building Mathematical Models of Biological Systems with modelbase

机译:使用模型库构建生物系统的数学模型

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The modelbase package is a free expandable Python package for building and analysing dynamic mathematical models of biological systems. Originally it was designed for the simulation of metabolic systems, but it can be used for virtually any deterministic chemical processes. modelbase provides easy construction methods to define reactions and their rates. Based on the rates and stoichiometries, the system of differential equations is assembled automatically. modelbase minimises the constraints imposed on the user, allowing for easy and dynamic access to all variables, including derived ones, in a convenient manner. A simple incorporation of algebraic equations is, for example, convenient to study systems with rapid equilibrium or quasi steady-state approximations. Moreover, modelbase provides construction methods that automatically build all isotope-specific versions of a particular reaction, making it a convenient tool to analyse non-steady state isotope-labelling experiments. ?Funding statement: This work was financially supported by the Deutsche Forschungsgemeinschaft “Cluster of Excellence on Plant Sciences” CEPLAS (EXC 1028).
机译:modelbase软件包是一个免费的可扩展Python软件包,用于构建和分析生物系统的动态数学模型。它最初是为模拟代谢系统而设计的,但实际上可用于任何确定性的化学过程。 modelbase提供了简单的构造方法来定义反应及其速率。根据速率和化学计量比,自动组装微分方程组。 modelbase最小化了对用户的约束,从而允许以方便的方式轻松动态地访问所有变量,包括派生变量。例如,简单地合并代数方程式,便可以方便地研究具有快速平衡或准稳态近似的系统。此外,modelbase提供了构建方法,可以自动构建特定反应的所有同位素特定版本,从而使其成为分析非稳态同位素标记实验的便捷工具。资助声明:这项工作得到了德国科学技术大学CEPLAS(EXC 1028)“植物科学卓越集群”的财政支持。

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