Data-centric framework for crystal structure identification in atomistic simulations using machine learning
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
American Physical Society (APS)
2022
|
Online Access: | https://hdl.handle.net/1721.1/142500 |
_version_ | 1826203277990035456 |
---|---|
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 |
first_indexed | 2024-09-23T12:34:23Z |
format | Article |
id | mit-1721.1/142500 |
institution | Massachusetts Institute of Technology |
language | English |
last_indexed | 2024-09-23T12:34:23Z |
publishDate | 2022 |
publisher | American Physical Society (APS) |
record_format | dspace |
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 |
work_keys_str_mv | AT chungheejungw datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning AT freitasrodrigo datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning AT cheongowoon datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning AT reedevanj datacentricframeworkforcrystalstructureidentificationinatomisticsimulationsusingmachinelearning |