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Title: Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging

Abstract

Datasets (raw data, intermediate results, and final results) and Jupyter notebooks as part of the following journal publication: Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging Suhas Somnath, Christopher R. Smith, Sergei V. Kalinin, Miaofang Chi, Albina Borisevich, Nicholas Cross, Gerd Duscher and Stephen Jesse Advanced Structural and Chemical Imaging, 2018, 4:3 https://doi.org/10.1186/s40679-018-0052-y

Authors:
; ; ; ; ; ; ;
Publication Date:
DOE Contract Number:  
DEAC0500OR22725
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)
Sponsoring Org.:
Office of Science (SC), Advanced Scientific Computing Research (ASCR) (SC-21)
Subject:
36 MATERIALS SCIENCE; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; 77 NANOSCIENCE AND NANOTECHNOLOGY; 97 MATHEMATICS AND COMPUTING
Keywords:
Scanning Transmission Electron Microscopy
OSTI Identifier:
1463696
DOI:
https://doi.org/10.13139/OLCF/1463696

Citation Formats

Somnath, Suhas, Smith, Christopher R, Kalinin, Sergei V, Ch, Miaofang, Borisevich, Albina Y, Cross, Nicholas, Duscher, Gerd, and Jesse, Stephen. Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging. United States: N. p., 2018. Web. doi:10.13139/OLCF/1463696.
Somnath, Suhas, Smith, Christopher R, Kalinin, Sergei V, Ch, Miaofang, Borisevich, Albina Y, Cross, Nicholas, Duscher, Gerd, & Jesse, Stephen. Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging. United States. doi:https://doi.org/10.13139/OLCF/1463696
Somnath, Suhas, Smith, Christopher R, Kalinin, Sergei V, Ch, Miaofang, Borisevich, Albina Y, Cross, Nicholas, Duscher, Gerd, and Jesse, Stephen. 2018. "Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging". United States. doi:https://doi.org/10.13139/OLCF/1463696. https://www.osti.gov/servlets/purl/1463696. Pub date:Thu Aug 09 00:00:00 EDT 2018
@article{osti_1463696,
title = {Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging},
author = {Somnath, Suhas and Smith, Christopher R and Kalinin, Sergei V and Ch, Miaofang and Borisevich, Albina Y and Cross, Nicholas and Duscher, Gerd and Jesse, Stephen},
abstractNote = {Datasets (raw data, intermediate results, and final results) and Jupyter notebooks as part of the following journal publication: Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging Suhas Somnath, Christopher R. Smith, Sergei V. Kalinin, Miaofang Chi, Albina Borisevich, Nicholas Cross, Gerd Duscher and Stephen Jesse Advanced Structural and Chemical Imaging, 2018, 4:3 https://doi.org/10.1186/s40679-018-0052-y},
doi = {10.13139/OLCF/1463696},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Thu Aug 09 00:00:00 EDT 2018},
month = {Thu Aug 09 00:00:00 EDT 2018}
}