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Deep Learning Single-Shot Ptychography: Algorithm and Experiment

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Abstract

We develop and explore deep learning single-shot ptychography. The deep learning algorithm, trained using only experimental data and without any model of the system, leads to significantly better reconstructions than the iterative algorithm.

© 2020 The Author(s)

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More Like This
Single-Shot Ultrafast Pulse Reconstruction with Deep Learning

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SM3H.4 CLEO: Science and Innovations (CLEO:S&I) 2020

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David Goldberger, Jonathan Barolak, Charles G. Durfee, and Daniel E. Adams
AM3K.5 CLEO: Applications and Technology (CLEO:A&T) 2020

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Bing Kuan Chen, Pavel Sidorenko, Oren Lahav, Or Peleg, and Oren Cohen
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Wavelength-Multiplexed Single-Shot Ptychography

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