AIMC Topic: Microscopy, Scanning Probe
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A Deep-Learning Framework for the Automated Recognition of Molecules in Scanning-Probe-Microscopy Images.
Angewandte Chemie (International ed. in English)
Nov 4, 2022
Computer vision as a subcategory of deep learning tackles complex vision tasks by dealing with data of images. Molecular images with exceptionally high resolution have been achieved thanks to the development of techniques like scanning probe microsco...
Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy.
ACS nano
Jul 16, 2021
Machine learning and artificial intelligence (ML/AI) are rapidly becoming an indispensable part of physics research, with domain applications ranging from theory and materials prediction to high-throughput data analysis. In parallel, the recent succe...
Enabling autonomous scanning probe microscopy imaging of single molecules with deep learning.
Nanoscale
May 27, 2021
Scanning probe microscopies allow investigating surfaces at the nanoscale, in real space and with unparalleled signal-to-noise ratio. However, these microscopies are not used as much as it would be expected considering their potential. The main limit...
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