A Deep Learning Approach for Molecular Classification Based on AFM Images

A Deep Learning Approach for Molecular Classification Based on AFM Images

In spite of the unprecedented resolution provided by non-contact atomic force microscopy (AFM) with CO-functionalized and advances in the interpretation of the observed contrast, the unambiguous identification of molecular systems solely based on AFM images, without any prior information, remains an...

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Bibliographic Details
Main Authors: Jaime Carracedo-Cosme, Carlos Romero-Muñiz, Rubén Pérez
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Nanomaterials
Subjects:
atomic force microscopy (AFM)
deep learning
molecular recognition
variational autoencoder (VAE)
Online Access:https://www.mdpi.com/2079-4991/11/7/1658

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