Data-centric framework for crystal structure identification in atomistic simulations using machine learning

Bibliographic Details
Main Authors: Chung, Heejung W, Freitas, Rodrigo, Cheon, Gowoon, Reed, Evan J
Format: Article
Language:English
Published: American Physical Society (APS) 2022
Online Access:https://hdl.handle.net/1721.1/142500
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author Chung, Heejung W
Freitas, Rodrigo
Cheon, Gowoon
Reed, Evan J
author_facet Chung, Heejung W
Freitas, Rodrigo
Cheon, Gowoon
Reed, Evan J
author_sort Chung, Heejung W
collection MIT
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institution Massachusetts Institute of Technology
language English
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spelling mit-1721.1/1425002022-05-13T03:22:07Z Data-centric framework for crystal structure identification in atomistic simulations using machine learning Chung, Heejung W Freitas, Rodrigo Cheon, Gowoon Reed, Evan J 2022-05-12T15:30:09Z 2022-05-12T15:30:09Z 2022-04-05 2022-05-12T15:12:00Z Article http://purl.org/eprint/type/JournalArticle https://hdl.handle.net/1721.1/142500 Chung, Heejung W, Freitas, Rodrigo, Cheon, Gowoon and Reed, Evan J. 2022. "Data-centric framework for crystal structure identification in atomistic simulations using machine learning." Physical Review Materials, 6 (4). en 10.1103/physrevmaterials.6.043801 Physical Review Materials Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf American Physical Society (APS) APS
spellingShingle Chung, Heejung W
Freitas, Rodrigo
Cheon, Gowoon
Reed, Evan J
Data-centric framework for crystal structure identification in atomistic simulations using machine learning
title Data-centric framework for crystal structure identification in atomistic simulations using machine learning
title_full Data-centric framework for crystal structure identification in atomistic simulations using machine learning
title_fullStr Data-centric framework for crystal structure identification in atomistic simulations using machine learning
title_full_unstemmed Data-centric framework for crystal structure identification in atomistic simulations using machine learning
title_short Data-centric framework for crystal structure identification in atomistic simulations using machine learning
title_sort data centric framework for crystal structure identification in atomistic simulations using machine learning
url https://hdl.handle.net/1721.1/142500
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AT freitasrodrigo datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning
AT cheongowoon datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning
AT reedevanj datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning