mahindrautela/vae-composites

Variational Autoencoders for composites generation

Variational autoencoder based deep generation

This code is a part of the work presented in the paper:

Paper: Towards deep generation of guided wave representations for composite materials

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Basic Details:

- The dataset for the paper for the code is available at: https://doi.org/10.5281/zenodo.7301863

- The code is made on Python programming language using Tensorflow 2.x

- The instruction to use the dataset is described in the 'DatasetInformationDocument.pdf'

- For inverse material property estimator: load python model from https://github.com/mahindrautela/MatChar_dualCNN and read paper: https://doi.org/10.1080/15376494.2021.1982090

- For more information, you can write to me at my email id given in the paper.