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Big Data Analytics for Scanning Transmission Electron Microscopy Ptychography

  • Somnath, Suhas | Oak Ridge National Laboratory
  • Jesse, Stephen | Oak Ridge National Laboratory
  • Belianinov, Alex | Oak Ridge National Laboratory
  • Beekman, Christianne | Oak Ridge National Laboratory
  • Kalinin, Sergei V | Oak Ridge National Laboratory
  • Borisevich, Albina Y | Oak Ridge National Laboratory
  • Chi, Miaofang | Oak Ridge National Laboratory
  • Lupini, Andrew R | Oak Ridge National Laboratory
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Overview

Description

Dataset containing the raw data and results from analyses, along with supporting Jupyter notebook that shows the processing of data in the following paper: Big Data Analytics for Scanning Transmission Electron Microscopy Ptychography S. Jesse, M. Chi, A. Belianinov, C. Beekman, S. V. Kalinin, A. Y. Borisevich and A. R. Lupini Scientific Reports volume 6, Article number: 26348 (2016) https://www.nature.com/articles/srep26348

Funding resources

DOE contract number

DEAC0500OR22725

Originating research organization

Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring organization

Office of Science (SC), Advanced Scientific Computing Research (ASCR) (SC-21)

Related resources

Details

DOI

10.13139/OLCF/1463599

Release date

August 6, 2018

Dataset

Dataset type

ND Numeric Data

Software

python 2.7 or 3.4+, with packages: numpy, h5py, scikit-learn, matplotlib, ipython, pyUSID, pycroscopy

Acknowledgements

Users should acknowledge the OLCF in all publications and presentations that speak to work performed on OLCF resources:

This research used resources of the Oak Ridge Leadership Computing Facility at the Oak Ridge National Laboratory, which is supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC05-00OR22725.

Category

  • 36 MATERIALS SCIENCE,
  • 77 NANOSCIENCE AND NANOTECHNOLOGY,
  • 97 MATHEMATICS AND COMPUTING

Keywords

  • Scanning Transmission Electron Microscopy