Papers / Conferences

Journal Papers using pycroscopy


Notebooks for the papers below are made available through NBViewer. We have been made aware that the Download button may not work for certain browsers like Chrome and Safari. We are working on simplifying the download of the notebooks.

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Electron Microscopy

Scanning Probe Microscopy

  1. Rapid mapping of polarization switching through complete information acquisition by S. Somnath et al., Nature Communications (2016)

  2. Full information acquisition in piezoresponse force microscopy

  3. Improving superconductivity in BaFe2As2-based crystals by cobalt clustering and electronic uniformity by L. Li et al., Scientific Reports (2017)

  4. Direct Imaging of the Relaxation of Individual Ferroelectric Interfaces in a Tensile-Strained Film by L. Li et al.; Advanced Electronic Materials (2017)

  5. Decoding apparent ferroelectricity in perovskite nanofibers by R. Ganeshkumar et al., ACS Applied Materials & Interfaces (2017).

  6. Ultrafast Current Imaging via Bayesian Inference by S. Somnath et al., Nature Communications (2018)

  7. Reconstructing phase diagrams from local measurements via Gaussian processes: mapping the temperature-composition space to confidence by D. K. Pradhan et al., NPJ Computational Materials (2018)

Many more coming soon….


Please get in touch with us if you would like to add your papers that used pycroscopy / pyUSID


If you used pycroscopy for your research, we would appreciate it if you could reference pycroscopy.

Workshops on pycroscopy

pycroscopy at International conferences



  • Nov 29 2017 @ 8-10 PM - Poster at the Materials Research Society Fall 2017 Meeting

  • Oct 31 2017 @ 6:30 PM - American Vacuum Society conference; Session: SP-TuP1; poster 1641

  • Aug 8 2017 @ 10:45 AM - Microscopy and Microanalysis conference - poster.

  • Apr 2017 - Lecture on atom finding


  • Dec 2016 - Poster + abstract at the 2017 Spring Materials Research Society (MRS) conference