Big Data Analytics for Scanning Transmission Electron Microscopy Ptychography

10.13139/OLCF/1463599

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

Published: 2018-08-06 15:22:06 Download Dataset

Dataset Properties

Field Value
Authors
  • 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
Project Identifier STF011
Dataset Type ND Numeric Data
Subjects
  • 36 MATERIALS SCIENCE
  • 77 NANOSCIENCE AND NANOTECHNOLOGY
  • 97 MATHEMATICS AND COMPUTING
Keywords
  • Scanning Transmission Electron Microscopy
Software Needed python 2.7 or 3.4+, with packages: numpy, h5py, scikit-learn, matplotlib, ipython, pyUSID, pycroscopy
Originating Organizations Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organizations Office of Science (SC), Advanced Scientific Computing Research (ASCR) (SC-21)
DOE Contract DEAC0500OR22725
Related Identifiers
  • IsSupplementTo (DOI) 10.1038/srep26348

Acknowledgements

Papers using this dataset are requested to include the following text in their acknowledgements:

*Support for 10.13139/OLCF/1463599 is provided by the U.S. Department of Energy, project STF011 under Contract DEAC0500OR22725. This research used resources of the Oak Ridge Leadership Computing Facility, which is a DOE Office of Science User Facility.