https://github.com/ziatdinovmax/chemdisc

https://github.com/ziatdinovmax/chemdisc

Last synced: 7 months ago
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• Host: GitHub
• URL: https://github.com/ziatdinovmax/chemdisc
• Owner: ziatdinovmax
• Created: 2020-10-16T04:56:01.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2020-10-28T17:00:14.000Z (almost 5 years ago)
• Last Synced: 2025-02-05T17:12:03.571Z (8 months ago)
• Language: Jupyter Notebook
• Size: 22.7 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# ChemDisc

Notebooks with data analysis for [arXiv:2010.09196](https://arxiv.org/abs/2010.09196).

ChemDisc_notebook1.ipynb - Atomic feature extraction from atom-resolved scanning transmission electron microscopy images of graphene with impurities [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ziatdinovmax/ChemDisc/blob/main/ChemDisc_notebook1.ipynb)

ChemDisc_notebook2.ipynb - VAE-based unsupervised learning of "molecular fragments" in graphene and analysis of transformation pathways [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ziatdinovmax/ChemDisc/blob/main/ChemDisc_notebook2.ipynb)