Adapting U-Net for linear elastic stress estimation in polycrystal Zr microstructures

J. D. Langcaster, D. S. Balint, M. R. Wenman

A variant of the U-Net convolutional neural network architecture is proposed to estimate linear elastic compatibility stresses in a-Zr (hcp) polycrystalline grain structures. Train…