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Machine-Learning-Assisted De Novo Design of Organic Molecules and Polymers: Opportunities and Challenges.
Polymers (Basel). 2020 Jan 8;12(1):163. doi: 10.3390/polym12010163.
Polymers (Basel). 2020.
PMID: 31936321
Free PMC article.
Review.
Polymer Nanocomposite Data: Curation, Frameworks, Access, and Potential for Discovery and Design.
Brinson LC, Deagen M, Chen W, McCusker J, McGuinness DL, Schadler LS, Palmeri M, Ghumman U, Lin A, Hu B.
Brinson LC, et al.
ACS Macro Lett. 2020 Aug 18;9(8):1086-1094. doi: 10.1021/acsmacrolett.0c00264. Epub 2020 Jul 14.
ACS Macro Lett. 2020.
PMID: 35653211
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Crack Surface Analysis of Elastomers Using Transfer Learning.
Ghumman UF, Chen Q, D'Angelo VE, Clark M, Chen J, Shull KR, Chen W.
Ghumman UF, et al.
ACS Appl Mater Interfaces. 2023 Mar 7. doi: 10.1021/acsami.2c19309. Online ahead of print.
ACS Appl Mater Interfaces. 2023.
PMID: 36881516
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