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Deep neural networks in real-time coherent diffraction imaging
The potential for convolutional neural networks to provide real-time imaging capabilities for coherent diffraction imaging experiments at XFELs is discussed.
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
International Union of Crystallography
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7793000/ https://www.ncbi.nlm.nih.gov/pubmed/33520237 http://dx.doi.org/10.1107/S2052252520016590 |
| _version_ | 1783633899287478272 |
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| author | Harder, Ross |
| author_facet | Harder, Ross |
| author_sort | Harder, Ross |
| collection | PubMed |
| description | The potential for convolutional neural networks to provide real-time imaging capabilities for coherent diffraction imaging experiments at XFELs is discussed. |
| format | Online Article Text |
| id | pubmed-7793000 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2021 |
| publisher | International Union of Crystallography |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-77930002021-01-29 Deep neural networks in real-time coherent diffraction imaging Harder, Ross IUCrJ Scientific Commentaries The potential for convolutional neural networks to provide real-time imaging capabilities for coherent diffraction imaging experiments at XFELs is discussed. International Union of Crystallography 2021-01-01 /pmc/articles/PMC7793000/ /pubmed/33520237 http://dx.doi.org/10.1107/S2052252520016590 Text en © Ross Harder 2021 http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-BY) Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are cited.http://creativecommons.org/licenses/by/4.0/ |
| spellingShingle | Scientific Commentaries Harder, Ross Deep neural networks in real-time coherent diffraction imaging |
| title | Deep neural networks in real-time coherent diffraction imaging |
| title_full | Deep neural networks in real-time coherent diffraction imaging |
| title_fullStr | Deep neural networks in real-time coherent diffraction imaging |
| title_full_unstemmed | Deep neural networks in real-time coherent diffraction imaging |
| title_short | Deep neural networks in real-time coherent diffraction imaging |
| title_sort | deep neural networks in real-time coherent diffraction imaging |
| topic | Scientific Commentaries |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7793000/ https://www.ncbi.nlm.nih.gov/pubmed/33520237 http://dx.doi.org/10.1107/S2052252520016590 |
| work_keys_str_mv | AT harderross deepneuralnetworksinrealtimecoherentdiffractionimaging |