Oleg Zabluda's blog
Friday, July 06, 2018
 
Autonomous Scanning Probe Microscopy in Situ Tip Conditioning through Machine Learning (2018) Mohammad Rashidi,...
Autonomous Scanning Probe Microscopy in Situ Tip Conditioning through Machine Learning (2018) Mohammad Rashidi, Robert A. Wolkow
"""
a convolutional neural network yielded the greatest accuracy, achieving a positive identification of degraded tips in 97% of the test cases. By using multiple points of comparison and majority voting, the accuracy of the method is improved beyond 99%.
"""
https://pubs.acs.org/doi/10.1021/acsnano.8b02208

https://arxiv.org/abs/1803.07059
https://pubs.acs.org/doi/10.1021/acsnano.8b02208

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