Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns

Abstract Two-dimensional (2D) materials have garnered significant attention due to their tunable electronic and optical properties and exceptional mechanical performance. Reconstructing 2D structures from diffraction patterns without prior assumptions or comprehensive knowledge is challenging, espec...

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Bibliographic Details
Main Authors: Rong Fu, Tianhao Su, Musen Li, Yue Wu, Runhai Ouyang, Danica Solina, Michael Cortie, Tongyi Zhang, Shunbo Hu, Zhongming Ren
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-025-02152-8
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