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Prediction of carbon nanostructure mechanical properties and the role of defects using machine learning
External Source
chorus
Document Type
Version of Record
Authors
Jordan J. Winetrout
Zilu Li
Qi Zhao
Landon Gaber
Vinu Unnikrishnan
Vikas Varshney
Yanxun Xu
Yusu Wang
Hendrik Heinz
Date Acquired
October 26, 2026
Publication Date
March 3, 2025
Publication Information
Publication:
Proceedings of the National Academy of Sciences
Publisher:
National Academy of Sciences
Volume:
122
Issue:
10
Issue Publication Date:
November 3, 2025
ISSN:
0027-8424
e-ISSN:
1091-6490
DOI:
10.1073/pnas.2415068122
Funding Number(s)
funding: OAC-1931587
funding: CMMI-1940335
funding: DMREF 2323546
funding: OAC-2039794
funding: CCF-2051197
funding: CMMI-1940107
funding: STRI NNX17AJ32G
funding: FA8650-20-2-5853
funding: DE-AC02-06CH11357
funding: ACI-1532235
funding: ACI-1532236
Distribution Limits
Public
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