A heteroencoder architecture for prediction of failure locations in porous metals using variational inference

Wyatt Bridgman, Xiaoxuan Zhang, Greg Teichert +3

In this work we employ an encoder-decoder convolutional neural network to predict the failure locations of porous metal tension specimens based only on their initial porosities. Th…