Original paper
Autonomous scanning probe microscopy investigations over WS2 and Au{111}
Abstract
Individual atomic defects in 2D materials impact their macroscopic functionality. Correlating the interplay is challenging, however, intelligent hyperspectral scanning tunneling spectroscopy (STS) mapping provides a feasible solution to this technically difficult and time consuming problem. Here, dense spectroscopic volume is collected autonomously via Gaussian process regression, where convolutional neural networks are used in tandem for...
Paper Details
Title
Autonomous scanning probe microscopy investigations over WS2 and Au{111}
Published Date
May 2, 2022
Journal
Volume
8
Issue
1
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Notes
History