Propagation-adaptive 4K computer-generated holography using physics-constrained spatial and Fourier neural operator

Abstract Computer-generated holography (CGH) offers a promising method to create true-to-life reconstructions of objects. While recent advances in deep learning-based CGH algorithms have significantly improved the tradeoff between algorithm runtime and image quality, most existing models are restric...

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Bibliographic Details
Main Authors: Ninghe Liu, Kexuan Liu, Yixin Yang, Yifan Peng, Liangcai Cao
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-62997-z
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