https://github.com/jtschwar/multi-modal-2d-data-fusion
2D Fused Multi-Modal Electron Microscopy (DOI: 10.1038/s41524-021-00692-5)
https://github.com/jtschwar/multi-modal-2d-data-fusion
image-processing
Last synced: about 1 year ago
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2D Fused Multi-Modal Electron Microscopy (DOI: 10.1038/s41524-021-00692-5)
- Host: GitHub
- URL: https://github.com/jtschwar/multi-modal-2d-data-fusion
- Owner: jtschwar
- Created: 2022-08-22T18:12:46.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2023-08-15T21:55:14.000Z (almost 3 years ago)
- Last Synced: 2025-04-03T23:32:51.100Z (about 1 year ago)
- Topics: image-processing
- Language: Jupyter Notebook
- Homepage:
- Size: 3.42 MB
- Stars: 4
- Watchers: 1
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Source Code - 2D Multi-Modal Data Fusion for Electron Microscopy
**Imaging atomic-scale chemistry from fused multi-modal electron microscopy**
Jonathan Schwartz1, Zichao Wendy Di2, Yi Jiang3, Alyssa Fielitz4, Don-Hyung Ha5,6, Sanjaya D. Perera5, Ismail El Baggari7,8, Richard D. Robinson5, Jeffery A. Fessler9, Colin Ophus10, Steve Rozeveld4, Robert Hovden1,11†
*1Department of Materials Science and Engineering, University of Michigan, Ann Arbor, MI.*
*2Mathematics and Computer Science Division, Argonne National Laboratory, Lemont, IL.*
*3Advanced Photon Source Facility, Argonne National Laboratory, Lemont, IL.*
*4Dow Chemical Co., Midland, MI.*
*5Department of Material Science and Engineering, Cornell University, Ithaca, New York.*
*6School of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.*
*7Department of Physics, Cornell University, Ithaca, NY.*
*8The Rowland Institute at Harvard, Cambridge, MA.*
*9Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI.*
*10National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA.*
*11Applied Physics Program, University of Michigan, Ann Arbor, MI.*
*†Correspondence and requests for materials should be addressed to R.H. (hovden@umich.edu).*
[If you use any of the data and source codes in your publications and/or presentations, we request that you cite our paper: J. Schwartz, Z.W. Di, et. al., "Imaging atomic-scale chemistry from fused multi-modal electron microscopy", _npj Comput. Mater._ **8**, 16 (2022).](https://www.nature.com/articles/s41524-021-00692-5)
# Installation
To clone the repositiory run:
` git clone --recursive https://github.com/jtschwar/Multi-Modal-2D-Data-Fusion.git`
Compile the regularization C++ scripts prior to running the example jupyter notebook.