This repository presents an implementation of a Variational Autoencoder (VAE) tailored for the generation and analysis of protein structures. The documentation provided here outlines the conceptual ...

Discovering community structure in networks remains a fundamentally challenging task. From scientific domains such as biology, chemistry and physics to social networks the challenge of identifying ...

The folder Image descriptor files contains process parameters and chemical composition of each Cr-Al-O-N SEM surface image. Process parameters and chemical composition are the conditional parameters ...

The variational autoencoder with 4 hidden layers performed the best with high Spearman and Pearson coefficients and low RMSD. In terms of the encoder ( Figures 4A,B ), a larger number of layers lead ...

Function diagram of loop detection based on a variational autoencoder. The proposed network structure is shown in Figure 2 . The front encoder part encodes the input image with 13 convolutional layers ...

Discovering community structure in networks remains a fundamentally challenging task. From scientific domains such as biology, chemistry and physics to social networks the challenge of identifying ...