arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2001.07295cs.AIcs.MMcs.SE
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AutoMATES: Automated Model Assembly from Text, Equations, and Software

University of Arizona(亚利桑那大学);School of Information, University of Arizona(亚利桑那大学信息学院);Department of Computer Science, University of Arizona(亚利桑那大学计算机科学系)

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

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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