Physics constrained unsupervised deep learning for rapid, high resolution scanning coherent diffraction reconstruction

Abstract By circumventing the resolution limitations of optics, coherent diffractive imaging (CDI) and ptychography are making their way into scientific fields ranging from X-ray imaging to astronomy. Yet, the need for time consuming iterative phase recovery hampers real-time imaging. While supervis...

Full description

Bibliographic Details
Main Authors: Oliver Hoidn, Aashwin Ananda Mishra, Apurva Mehta
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-48351-7