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Joshua R. Waite

Iowa State University - Department of Mechanical Engineering

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Few-Shot Deep Learning for AFM Characterization of Single Molecule Interactions

Number of pages: 16 Posted: 01 Jul 2022
Joshua R. Waite, Sin Yong Tan, Homagni Saha, Soumik Sarkar and Anwesha Sarkar
Iowa State University - Department of Mechanical Engineering, Iowa State University - Department of Mechanical Engineering, Iowa State University - Department of Mechanical Engineering, Iowa State University - Department of Mechanical Engineering and Iowa State University - Department of Electrical and Computer Engineering
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Abstract:

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Atomic Force Microscopy, Single Molecule Interactions, Force Curve Characterization, Few-Shot Learning, Deep Learning, Sample Efficient Machine Learning