3D Microstructure Reconstruction of X70 Pipeline Steel from 2D EBSD Data Using SliceGAN

Joonas Lahikainen, Abhishek Biswas, Supriya Nandy, Napat Vajragupta

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: SliceGAN, EBSD, 3D microstructure reconstruction, generative adversarial networks, quaternion neural networks, X70 pipeline steel

TL;DR: We investigate the use of SliceGAN to reconstruct 3D EBSD microstructures of X70 pipeline steel from 2D slices, experimenting with various orientation representations and network architectures, including quaternion neural networks.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 407