Atomic force microscopy

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End-to-end differentiable blind tip reconstruction for noisy atomic force microscopy images | Scientific Reports Structural Model, Learning Framework, Standard Deviation, Molecular Structure, Deep Learning, Image Frame, Machine Learning, Atom, Geometry

Observing the structural dynamics of biomolecules is vital to deepening our understanding of biomolecular functions. High-speed (HS) atomic force microscopy (AFM) is a powerful method to measure biomolecular behavior at near physiological conditions. In the AFM, measured image profiles on a molecular surface are distorted by the tip shape through the interactions between the tip and molecule. Once the tip shape is known, AFM images can be approximately deconvolved to reconstruct the surface…

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