Deep residual networks for crystallography trained on synthetic data

Mendez, D.; Holton, J.M.; Lyubimov, A.Y.; Hollatz, S.; Mathews, I.I.; Cichosz, A.; Martirosyan, V.; Zeng, T.; Stofer, R.; Liu, R.; Song, J.; McPhillips, S.; Soltis, M.; Cohen, A.E.

doi:10.1107/S2059798323010586

Acta Crystallographica Section D
Acta Crystallographica
Section D STRUCTURAL BIOLOGY

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Figure 12
Comparing overlapping-lattice and single-lattice diffraction images from the XPP data set. Images (a)–(c) were flagged by Resonet as containing overlapping lattice diffraction and images (d)–(f) were flagged as containing diffraction from a single lattice. It is obvious visually that images (a)–(c) contain more disordered diffraction, indicative of overlapping lattice scattering. Color bars are in square-root-photon units.

STRUCTURAL
BIOLOGY

ISSN: 2059-7983

Volume 80| Part 1| January 2024| Pages 26-43

https://doi.org/10.1107/S2059798323010586

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