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  Towards unsupervised single-shot diffractive imaging of heterogeneous particles using X-ray free-electron.

Park, H. J., Loh, N. D., Sierra, R. G., Hampton, C. Y., Starodub, D., Martin, A. V., et al. (2013). Towards unsupervised single-shot diffractive imaging of heterogeneous particles using X-ray free-electron. Optics Express, 21(23), 28729-28742. doi:10.1364/OE.21.028729.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-002C-0F01-5 Version Permalink: http://hdl.handle.net/11858/00-001M-0000-002C-0F04-0
Genre: Journal Article

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 Creators:
Park, H. J., Author
Loh, N. D., Author
Sierra, R. G., Author
Hampton, C. Y., Author
Starodub, D., Author
Martin, A. V., Author
Barty, A., Author
Aquila, A. A., Author
Schulz, J., Author
Steinbrener, J., Author
Shoeman, R. L., Author
Lomb, L., Author
Kassemeyer, S., Author
Bostedt, C., Author
Bozek, J., Author
Epp, S. W., Author
Erk, B., Author
Hartmann, R., Author
Rolles, D.1, Author              
Rudenko, A., Author
Rudek, B., AuthorFoucar, L., AuthorKimmel, N., AuthorWeidenspointner, G., AuthorHauser, G., AuthorHoll, P., AuthorPedersoli, E., AuthorLiang, M., AuthorHunter, M. S., AuthorGumprecht, L., AuthorCoppola, N., AuthorWunderer, C., AuthorGraafsma, H., AuthorMaia, F. R., AuthorEkeberg, T., AuthorHantke, M., AuthorFleckenstein, H., AuthorHirsemann, H., AuthorNass, K., AuthorTobias, H. J., AuthorFarquar, G. R., AuthorBenner, W. H., AuthorHau-Riege, S., AuthorReich, C., AuthorHartmann, A., AuthorSoltau, H., AuthorMarchesini, S., AuthorBajt, S., AuthorBarthelmess, M., AuthorStrueder, L., AuthorUllrich, J., AuthorBucksbaum, P., AuthorFrank, M., AuthorSchlichting, I., AuthorChapman, H. N., AuthorBogan, M. J., AuthorElser, V., Author more..
Affiliations:
1Research Group of Structural Dynamics of (Bio)Chemical Systems, MPI for Biophysical Chemistry, Max Planck Society, ou_578564              

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 Abstract: Single shot diffraction imaging experiments via X-ray free-electron lasers can generate as many as hundreds of thousands of diffraction patterns of scattering objects. Recovering the real space contrast of a scattering object from these patterns currently requires a reconstruction process with user guidance in a number of steps, introducing severe bottlenecks in data processing. We present a series of measures that replace user guidance with algorithms that reconstruct contrasts in an unsupervised fashion. We demonstrate the feasibility of automating the reconstruction process by generating hundreds of contrasts obtained from soot particle diffraction experiments.

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Language(s): eng - English
 Dates: 2013-11-18
 Publication Status: Published in print
 Pages: -
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 Table of Contents: -
 Rev. Method: Peer
 Identifiers: DOI: 10.1364/OE.21.028729
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Title: Optics Express
Source Genre: Journal
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Pages: - Volume / Issue: 21 (23) Sequence Number: - Start / End Page: 28729 - 28742 Identifier: -