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Ultrafast Bragg coherent diffraction imaging of epitaxial thin films using deep complex-valued neural networks - npj Computational Materials

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$Ultrafast Bragg coherent diffraction imaging of epitaxial thin films using deep complex-valued neural networks - npj Computational Materials$

Domain wall structures form spontaneously due to epitaxial misfit during thin film growth. Imaging the dynamics of domains and domain walls at ultrafast timescales can provide fundamental clues to features that impact electrical transport in electronic devices. Recently, deep learning based methods showed promising phase retrieval (PR) performance, allowing intensity-only measurements to be transformed into snapshot real space images.

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Ultrafast Bragg coherent diffraction imaging of epitaxial thin films using deep complex-valued neural networks - npj Computational Materials

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Ultrafast Bragg coherent diffraction imaging of epitaxial thin films using deep complex-valued neural networks - npj Computational Materials

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