Hostname: page-component-586b7cd67f-t7fkt Total loading time: 0 Render date: 2024-11-26T21:06:56.815Z Has data issue: false hasContentIssue false
  • English
  • Français

Machine Learning of In-situ Temperature Reconstruction from Metal-nanoparticle Thermometry on Transmission Electron Microscopy

Published online by Cambridge University Press:  22 July 2022

Souvik Pramanik ,
Maohong Fan  and
Yucheng Lan
Souvik Pramanik
Affiliation:
University of Maryland, A James Clark School of Engineering, College Park, MD, USA
Maohong Fan
Affiliation:
Departments of Chemical and Petroleum Engineering, University of Wyoming, Laramie, WY, USA
Yucheng Lan
Affiliation:
Department of Physics and Engineering Physics, Morgan State University, Baltimore, MD, USA

Abstract

An abstract is not available for this content so a preview has been provided. As you have access to this content, a full PDF is available via the ‘Save PDF’ action button.
Image of the first page of this content. For PDF version, please use the ‘Save PDF’ preceeding this image.'
Type
On Demand - Artificial Intelligence, Instrument Automation, and High-Dimensional Data Analytics for Microscopy and Microanalysis
Information
Microscopy and Microanalysis , Volume 28 , Supplement S1 , August 2022 , pp. 3160 - 3162
Check for updates
Copyright
Copyright © Microscopy Society of America 2022

References

Gao, Y., Bando, Y., Nature 2002, 415, 599.CrossRefGoogle Scholar
Li, Y. B., Bando, Y., Golberg, D., Liu, Z. W., Appl. Phys. Lett. 2003, 83.Google Scholar
Gong, N. W., Lu, M. Y., Wang, C. Y., Chen, Y., Chen, L. J., Appl. Phys. Lett. 2008, 92, 073101.CrossRefGoogle Scholar
Lan, Y. C., Wang, H., Skula, N., Chen, X. Y., Lu, Y. L., Chen, G., and Ren, Z. F., Part. Part. Syst. Charact. 2015, 32, 65.CrossRefGoogle Scholar
Lagos, M. J. and Batson, P. E., Nano Lett. 2018, 18, 4556.CrossRefGoogle Scholar
Lan, Y., Wang, H., Chen, X., Wang, D., Chen, G., and Ren, Z., Adv. Mater. 2009, 21, 4839.CrossRefGoogle Scholar
Chun, A. Tiny thermometers. Nature Nanotech (2009).CrossRefGoogle Scholar
Rosebrock, A., “Zero-parameter, automatic Canny edge detection with Python and OpenCV,” Apr. 06, 2015.Google Scholar
Rosebrock, A., “Measuring size of objects in an image with OpenCV,” Mar. 28, 2016.Google Scholar
Singh, R., “Computer Vision — An Introduction,” Jun. 10, 2019.Google Scholar
Byrd, J. E. and Owens, D. D., J. Field Archaeol, 1997, 24, 315.Google Scholar
Ballard, Dana H. and Brown, Christopher M., Computer Vision. Prentice Hall, 1982.Google Scholar
Reinhard, K., Concise Computer Vision. Springer, 2014.Google Scholar
Shapiro, Linda G. and Stockman, George C., Computer Vision. Prentice Hall, 2001.Google Scholar
Morris, Tim, Computer Vision and Image Processing. Palgrave Macmillan, 2004.Google Scholar
Jähne, Bernd and Haußecker, Horst, Computer Vision and Applications, A Guide for Students and Practitioners. Academic Press, 2000.Google Scholar
The research was supported by DOE DE-FE0031906, NSF PHY-2108298, and DOD W911NF2120213.Google Scholar