Symmetry-aware recursive image similarity exploration for materials microscopy
![](https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs41524-021-00637-y/MediaObjects/41524_2021_637_Fig1_HTML.png)
![](https://www.researchgate.net/publication/322905168/figure/fig2/AS:11431281208653674@1701433449774/Depth-profiling-of-PZT-thin-film-a-ToF-SIMS-depth-profiles-b-AFM-topographical.jpg)
Depth profiling of PZT thin film. (a) ToF-SIMS depth profiles; (b) AFM
![](https://assignmentpoint.com/wp-content/uploads/2022/01/Example-of-Neural-Network.webp)
Understanding Symmetry and Speed Materials Research with a Novel Neural Network - Assignment Point
![](https://d3i71xaburhd42.cloudfront.net/4ec291734f1a01f9925b77438d03e6a885ddcf38/16-Figure7-1.png)
PDF] Unsupervised learning of ferroic variants from atomically resolved STEM images
![](https://d3i71xaburhd42.cloudfront.net/9d50a72bf1763a68a9165d10dbb38274d1a322f6/8-Figure3-1.png)
PDF] Microscopy is All You Need
![](https://www.mse.ncsu.edu/wp-content/uploads/sb-instagram-feed-images/434103824_1183181189516706_9093194111684120252_nlow.jpg)
Ruijuan Xu NC State MSE
![](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41524-021-00637-y/MediaObjects/41524_2021_637_Fig6_HTML.png)
Symmetry-aware recursive image similarity exploration for materials microscopy
![](https://www.mdpi.com/applsci/applsci-13-04071/article_deploy/html/images/applsci-13-04071-g005.png)
Applied Sciences, Free Full-Text
![](https://static.cambridge.org/binary/version/id/urn:cambridge.org:id:binary:20210621084334890-0861:S1431927621000386:S1431927621000386_fig5.png?pub-status=live)
Machine Learning Pipeline for Segmentation and Defect Identification from High-Resolution Transmission Electron Microscopy Data, Microscopy and Microanalysis
![](https://colab.ws/storage/images/resized/leiAYcRDGTSl5B1eCnwpSGqmDEUEfDPPoYisFGhT_large.webp)
Бекенстейн Ехонадав
![](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41524-021-00637-y/MediaObjects/41524_2021_637_Fig4_HTML.png)
Symmetry-aware recursive image similarity exploration for materials microscopy
![](https://scx1.b-cdn.net/csz/news/800a/2021/neural-network-1.jpg)
Scientists create artificial neural networks that detect symmetry and patterns