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Boolean network simulations for life scientists

机译:生命科学家的布尔网络模拟

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Modern life sciences research increasingly relies on computational solutions, from large scale data analyses to theoretical modeling. Within the theoretical models Boolean networks occupy an increasing role as they are eminently suited at mapping biological observations and hypotheses into a mathematical formalism. The conceptual underpinnings of Boolean modeling are very accessible even without a background in quantitative sciences, yet it allows life scientists to describe and explore a wide range of surprisingly complex phenomena. In this paper we provide a clear overview of the concepts used in Boolean simulations, present a software library that can perform these simulations based on simple text inputs and give three case studies. The large scale simulations in these case studies demonstrate the Boolean paradigms and their applicability as well as the advanced features and complex use cases that our software package allows. Our software is distributed via a liberal Open Source license and is freely accessible from http://booleannet.googlecode.com webcite
机译:从大型数据分析到理论建模,现代生命科学研究越来越依赖于计算解决方案。在理论模型中,布尔网络起着越来越重要的作用,因为它们非常适合将生物学观察结果和假设映射为数学形式主义。即使没有定量科学背景,布尔建模的概念基础也很容易理解,但它使生命科学家能够描述和探索各种令人惊讶的复杂现象。在本文中,我们提供了布尔仿真中使用的概念的清晰概述,介绍了一个可以基于简单文本输入执行这些仿真的软件库,并提供了三个案例研究。这些案例研究中的大规模仿真演示了布尔范式及其适用性,以及我们的软件包允许的高级功能和复杂用例。我们的软件通过自由开放源代码许可证分发,可从http://booleannet.googlecode.com网站免费访问

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