A machine learning approach to map crystal orientation by optical microscopy

• Main Authors: Wittwer, Mallory, Seita, Matteo
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Mechanical engineering; Crystal Orientation; Machine Learning
• Online Access: https://hdl.handle.net/10356/160594
• Institution: Nanyang Technological University

Mapping grain orientation in crystalline solids is essential to investigate the relationships between local microstructure and crystallography and interpret materials properties. One of the main techniques used to perform these studies is electron backscatter diffraction (EBSD). Due to the limited m...