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The Kendrick modelling platform: language abstractions and tools for epidemiology

机译:肯德里克建模平台:语言抽象和流行病学工具

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摘要

BackgroundMathematical and computational models are widely used to study the transmission, pathogenicity, and propagation of infectious diseases. Unfortunately, complex mathematical models are difficult to define, reuse and reproduce because they are composed of several concerns that are intertwined. The problem is even worse for computational models because the epidemiological concerns are also intertwined with low-level implementation details that are not easily accessible to non-computing scientists. Our goal is to make compartmental epidemiological models easier to define, reuse and reproduce by facilitating implementation of different simulation approaches with only very little programming knowledge.
机译:背景技术数学和计算模型被广泛用于研究传染病的传播,致病性和传播。不幸的是,复杂的数学模型很难定义,重用和重现,因为它们由多个相互交织的问题组成。对于计算模型而言,这个问题更加严重,因为流行病学方面的关注还与非计算科学家不容易获得的低级实施细节交织在一起。我们的目标是通过仅需很少的编程知识即可促进实施不同的仿真方法,从而使分区流行病学模型更易于定义,重用和复制。

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