Learning motifs and their hierarchies in atomic resolution microscopy

• Main Authors: Dan, Jiadong, Zhao, Xiaoxu, Ning, Shoucong, Lu, Jiong, Loh, Kian Ping, He, Qian, Loh, N. Duane, Pennycook, Stephen J.
• Other Authors: School of Materials Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Materials; Atomic Resolution Microscopy; Complex Materials
• Online Access: https://hdl.handle.net/10356/164370
• Institution: Nanyang Technological University

Characterizing materials to atomic resolution and first-principles structure-property prediction are two pillars for accelerating functional materials discovery. However, we are still lacking a rapid, noise-robust framework to extract multilevel atomic structural motifs from complex materials to com...