Enabling Autonomous AFM Imaging of Single Molecules with Deep Learning
Speaker : Assoc. Prof. Javier Sotres Affiliation : Malmö University, Sweden Region : Europe Year : 2021 Language : English Explore the implementation of deep learning techniques to automate atomic force microscopy (AFM) imaging of single molecules, addressing the time-consuming nature of AFM experiments. This talk delves into the use of convolutional neural networks for molecule detection and Siamese networks for molecule differentiation, offering insights into enhanced AFM automation.
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