Materials GAN

Published: 9 March 2023| Version 1 | DOI: 10.17632/5ydbc82mjr.1
Contributors:
Jaime Ortegon, Abimael Rodriguez

Description

GAN to 'reconstruct' sthocastic heterogeneous materials

Files

Steps to reproduce

Related link or materialsGAN.ipynb is a jupyter notebook. It works also on Colaboratory. Related link provides sources images which are stored as single image files, these will be our training set for the preclassifier in the first net. The second one, a generative adversarial network (GAN), generates images of synthetic electrodes

Institutions

Universidad de Quintana Roo

Categories

Proton-Exchange Membrane Fuel Cells, Fuel Cell Modeling, Generative Adversarial Network

Related Links

Software
https://github.com/jortegon/materialsGAN
compiles this dataset
Dataset
https://www.dropbox.com/s/lhbnk71yqyjf1vp/700.zip?dl=0
is source of this dataset

Licence