Machine learning accelerates identification of lithiated phases in X-ray images of battery hosts

Mistry, Aashutosh; Srinivasan, Venkat

doi:10.1016/j.patter.2022.100654

Machine learning accelerates identification of lithiated phases in X-ray images of battery hosts

Journal Article · 01 December 2022 · Patterns

DOI:https://doi.org/10.1016/j.patter.2022.100654· OSTI ID:2205173

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Research Organization:: Argonne National Laboratory (ANL), Argonne, IL (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES)

DOE Contract Number:: AC02-06CH11357

OSTI ID:: 2205173

Journal Information:: Patterns, Vol. 3, Issue 12; ISSN 2666-3899

Country of Publication:: United States

Language:: English

References (8)

Fingerprinting Redox Heterogeneity in Electrodes during Extreme Fast Charging Mistry, Aashutosh; Usseglio-Viretta, Francois L. E.; Colclasure, Andrew Journal of The Electrochemical Society, Vol. 167, Issue 9 https://doi.org/10.1149/1945-7111/ab8fd7	journal	May 2020
Mapping polaronic states and lithiation gradients in individual V2O5 nanowires De Jesus, Luis R.; Horrocks, Gregory A.; Liang, Yufeng Nature Communications, Vol. 7, Issue 1 https://doi.org/10.1038/ncomms12022	journal	June 2016
Multivariate hyperspectral data analytics across length scales to probe compositional, phase, and strain heterogeneities in electrode materials Santos, David A.; Andrews, Justin L.; Lin, Binbin Patterns, Vol. 3, Issue 12 https://doi.org/10.1016/j.patter.2022.100634	journal	December 2022
Reaction Heterogeneity in LiFePO₄ Agglomerates and the Role of Intercalation-Induced Stress Wang, Fan; Yang, Kaiqi; Ge, Mingyuan ACS Energy Letters, Vol. 7, Issue 5 https://doi.org/10.1021/acsenergylett.2c00226	journal	April 2022
Quantitative Visualization of Salt Concentration Distributions in Lithium-Ion Battery Electrolytes during Battery Operation Using X-ray Phase Imaging Takamatsu, Daiko; Yoneyama, Akio; Asari, Yusuke Journal of the American Chemical Society, Vol. 140, Issue 5 https://doi.org/10.1021/jacs.7b13357	journal	January 2018
Stress and Strain in Silicon Electrode Models Higa, Kenneth; Srinivasan, Venkat Journal of The Electrochemical Society, Vol. 162, Issue 6 https://doi.org/10.1149/2.0091507jes	journal	January 2015
Single-particle measurements of electrochemical kinetics in NMC and NCA cathodes for Li-ion batteries Tsai, Ping-Chun; Wen, Bohua; Wolfman, Mark Energy & Environmental Science, Vol. 11, Issue 4 https://doi.org/10.1039/C8EE00001H	journal	January 2018
Unconventional Charge Transport in MgCr₂O₄ and Implications for Battery Intercalation Hosts Johnson, Ian D.; Mistry, Aashutosh N.; Yin, Liang Journal of the American Chemical Society, Vol. 144, Issue 31 https://doi.org/10.1021/jacs.2c03491	journal	July 2022

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