Finding the semantic similarity in single-particle diffraction images using self-supervised contrastive projection learning

Abstract Single-shot coherent diffraction imaging of isolated nanosized particles has seen remarkable success in recent years, yielding in-situ measurements with ultra-high spatial and temporal resolution. The progress of high-repetition-rate sources for intense X-ray pulses has further enabled reco...

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Bibliographic Details
Main Authors: Julian Zimmermann, Fabien Beguet, Daniel Guthruf, Bruno Langbehn, Daniela Rupp
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-023-00966-0