Interpretable and Explainable Machine Learning for Materials Science and Chemistry

Bibliographic Details
Main Authors: Oviedo, Felipe, Ferres, Juan Lavista, Buonassisi, Tonio, Butler, Keith T
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: American Chemical Society (ACS) 2023
Online Access:https://hdl.handle.net/1721.1/150806
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author Oviedo, Felipe
Ferres, Juan Lavista
Buonassisi, Tonio
Butler, Keith T
author2 Massachusetts Institute of Technology. Department of Mechanical Engineering
author_facet Massachusetts Institute of Technology. Department of Mechanical Engineering
Oviedo, Felipe
Ferres, Juan Lavista
Buonassisi, Tonio
Butler, Keith T
author_sort Oviedo, Felipe
collection MIT
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institution Massachusetts Institute of Technology
language English
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spelling mit-1721.1/1508062023-05-25T03:09:15Z Interpretable and Explainable Machine Learning for Materials Science and Chemistry Oviedo, Felipe Ferres, Juan Lavista Buonassisi, Tonio Butler, Keith T Massachusetts Institute of Technology. Department of Mechanical Engineering 2023-05-24T18:42:28Z 2023-05-24T18:42:28Z 2022 2023-05-24T18:40:19Z Article http://purl.org/eprint/type/JournalArticle https://hdl.handle.net/1721.1/150806 Oviedo, Felipe, Ferres, Juan Lavista, Buonassisi, Tonio and Butler, Keith T. 2022. "Interpretable and Explainable Machine Learning for Materials Science and Chemistry." Accounts of Materials Research, 3 (6). en 10.1021/ACCOUNTSMR.1C00244 Accounts of Materials Research Creative Commons Attribution http://creativecommons.org/licenses/by/4.0/ application/pdf American Chemical Society (ACS) ACS
spellingShingle Oviedo, Felipe
Ferres, Juan Lavista
Buonassisi, Tonio
Butler, Keith T
Interpretable and Explainable Machine Learning for Materials Science and Chemistry
title Interpretable and Explainable Machine Learning for Materials Science and Chemistry
title_full Interpretable and Explainable Machine Learning for Materials Science and Chemistry
title_fullStr Interpretable and Explainable Machine Learning for Materials Science and Chemistry
title_full_unstemmed Interpretable and Explainable Machine Learning for Materials Science and Chemistry
title_short Interpretable and Explainable Machine Learning for Materials Science and Chemistry
title_sort interpretable and explainable machine learning for materials science and chemistry
url https://hdl.handle.net/1721.1/150806
work_keys_str_mv AT oviedofelipe interpretableandexplainablemachinelearningformaterialsscienceandchemistry
AT ferresjuanlavista interpretableandexplainablemachinelearningformaterialsscienceandchemistry
AT buonassisitonio interpretableandexplainablemachinelearningformaterialsscienceandchemistry
AT butlerkeitht interpretableandexplainablemachinelearningformaterialsscienceandchemistry