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Deep Priors for Ptycho-tomography

Published online by Cambridge University Press:  30 July 2020

Selin Aslan ,
Zhengchun Liu ,
Viktor Nikitin ,
Tekin Bicer ,
Sven Leyffer  and
Doga Gursoy
Selin Aslan
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States
Zhengchun Liu
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States
Viktor Nikitin
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States
Tekin Bicer
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States
Sven Leyffer
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States
Doga Gursoy
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States

Abstract

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Type
Advances in Modeling, Simulation, and Artificial Intelligence in Microscopy and Microanalysis for Physical and Biological Systems
Information
Microscopy and Microanalysis , Volume 26 , Supplement S2 , August 2020 , pp. 2466
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Copyright
Copyright © Microscopy Society of America 2020

References

[Gürsoy, 2017]. Gürsoy, D.. Direct coupling of tomography and ptychography, Opt. Lett. 42, 3169–3172 (2017).10.1364/OL.42.003169CrossRefGoogle ScholarPubMed
[Aslan, 2019]. Aslan, S., Nikitin, V., Ching, D. J., Bicer, T., Leyffer, S., and Gürsoy, D., Joint ptycho-tomography reconstruction through alternating direction method of multipliers, Opt. Express 27, 9128–9143 (2019).10.1364/OE.27.009128CrossRefGoogle ScholarPubMed
[Nikitin, 2019]. Nikitin, V., Aslan, S., Yao, Y., Bicer, T., Leyffer, S., Mokso, R., and Gürsoy, D.. Photon-limited ptychography of 3D objects via Bayesian reconstruction. OSA Continuum 2, 2948–2968, (2019).10.1364/OSAC.2.002948CrossRefGoogle Scholar