Super-resolving material microstructure image via deep learning for microstructure characterization and mechanical behavior analysis

Abstract The digitized format of microstructures, or digital microstructures, plays a crucial role in modern-day materials research. Unfortunately, the acquisition of digital microstructures through experimental means can be unsuccessful in delivering sufficient resolution that is necessary to captu...

Full description

Bibliographic Details
Main Authors: Jaimyun Jung, Juwon Na, Hyung Keun Park, Jeong Min Park, Gyuwon Kim, Seungchul Lee, Hyoung Seop Kim
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-021-00568-8