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Local Structure Quantification in Tetragonal Tungsten Bronze Structures Utilizing Convolutional Neural Networks

Published online by Cambridge University Press:  30 July 2020

Nicole Creange
Affiliation:
North Carolina State University, Raleigh, North Carolina, United States
Mathew Cabral
Affiliation:
University of Sydney, Sydney, New South Wales, Australia
Stephen Funni
Affiliation:
North Carolina State University, Raleigh, North Carolina, United States
Zijin Yang
Affiliation:
Zhejiang University, Hangzhou, Zhejiang, China (People's Republic)
Xiaoli Zhu
Affiliation:
Zhejiang University, Hangzhou, Zhejiang, China (People's Republic)
Xiangming Chen
Affiliation:
Zhejiang University, Hangzhou, Zhejiang, China (People's Republic)
Elizabeth Dickey
Affiliation:
North Carolina State University, Raleigh, North Carolina, United States
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Abstract

Image of the first page of this article
Type
Advances in Modeling, Simulation, and Artificial Intelligence in Microscopy and Microanalysis for Physical and Biological Systems
Copyright
Copyright © Microscopy Society of America 2020

References

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Tong, S, Ma, BH, Narayanan, M, Liu, SS, Koritala, R, Balachandran, U, et al. (2013), “Lead lanthanum zirconate titanate ceramic thin films for energy storage,” ACS Appl Mater Interfaces. 5(4), 1474–80.10.1021/am302985uCrossRefGoogle ScholarPubMed
Yang, Z. J., Feng, W. Bin, Liu, X. Q., Zhu, X. L., & Chen, X. M. (2019). “Ba4R2Sn4Nb6O30 (R = La, Nd, Sm) lead-free relaxors with filled tungsten bronze structure,” Am. Ceram. Soc., 102(8), 47214729.10.1111/jace.16359CrossRefGoogle Scholar
Levin, I., Stennett, M. C., Miles, G. C., Woodward, D. I., West, A. R., & Reaney, I. M. (2006), “Coupling between octahedral tilting and ferroelectric order in tetragonal tungsten bronze-structured dielectrics,” App Phys Lett. 89(12), 122908.10.1063/1.2355434CrossRefGoogle Scholar
Zhu, X., Fu, M., Stennett, M. C., Vilarinho, P. M., Levin, I., Randall, C. A., … Reaney, I. M. (2015), “A Crystal-chemical framework for relaxor versus normal ferroelectric behavior in tetragonal tungsten bronzes,” Mater., 27(9), 32503261.Google Scholar
Ziatdinov, M., Dyck, O., Maksov, A., Li, X., Sang, X., Xiao, K., … Kalinin, S. V. (2017), “Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations,” ACS Nano, 11(12), 127421275210.1021/acsnano.7b07504CrossRefGoogle ScholarPubMed

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