论文标题

自动化:来自文本,方程式和软件的自动化模型组件

AutoMATES: Automated Model Assembly from Text, Equations, and Software

论文作者

Pyarelal, Adarsh, Valenzuela-Escarcega, Marco A., Sharp, Rebecca, Hein, Paul D., Stephens, Jon, Bhandari, Pratik, Lim, HeuiChan, Debray, Saumya, Morrison, Clayton T.

论文摘要

复杂系统的模型可以用不同的方式表示 - 在科学论文中,它们是使用自然语言文本和方程式表示的。但是要真正使用,它们也必须作为软件实现,从而使代码成为表示模型的第三种形式。我们介绍了自动化项目,该项目旨在构建从科学代码和出版物的模型的语义丰富的统一表示,以促进来自不同领域的计算模型的整合,并允许建模跨越多个领域和抽象水平的大型,复杂的系统。

Models of complicated systems can be represented in different ways - in scientific papers, they are represented using natural language text as well as equations. But to be of real use, they must also be implemented as software, thus making code a third form of representing models. We introduce the AutoMATES project, which aims to build semantically-rich unified representations of models from scientific code and publications to facilitate the integration of computational models from different domains and allow for modeling large, complicated systems that span multiple domains and levels of abstraction.

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