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.

中文翻译：

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AutoMATES：从文本、方程和软件自动组装模型

复杂系统的模型可以用不同的方式表示——在科学论文中，它们使用自然语言文本和方程表示。但要真正使用它们，它们还必须作为软件实现，从而使代码成为表示模型的第三种形式。我们介绍了 AutoMATES 项目，该项目旨在从科学代码和出版物中构建语义丰富的模型统一表示，以促进来自不同领域的计算模型的集成，并允许对跨越多个领域和抽象级别的大型复杂系统进行建模。