Autonomous scanning probe microscopy investigations over ws2 and au{111}

HIGHLIGHTS

  • who: John C. Thomas from the (UNIVERSITY) have published the paper: Autonomous scanning probe microscopy investigations over WS2 and Au{111}, in the Journal: (JOURNAL) of 10/Dec/2021
  • what: The authors present a means of performing spatially-dense, point spectroscopic measurements with an STM in combination with artificially intelligent and machine_learning (AI/ML) approaches to provide a faster and more reproducible approach to map and identify spectroscopic signatures of heterogeneous surfaces. The authors propose to make use of Gaussian process (GP) regression for hyperspectral data collection39-43, which is a well-known method for . . .

     

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