AutoMATES: Automated model assembly from text, equations, and software

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

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish (US)
JournalUnknown Journal
StatePublished - Jan 20 2020

ASJC Scopus subject areas

  • General

Fingerprint Dive into the research topics of 'AutoMATES: Automated model assembly from text, equations, and software'. Together they form a unique fingerprint.

Cite this