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| Fältnamn | Indikatorer | Metadata |
|---|---|---|
| 000 | 10304naa a2201045 4500 | |
| 001 | oai:gup.ub.gu.se/254924 | |
| 003 | SwePub | |
| 008 | 240528s2017 | |||||||||||000 ||eng| | |
| 009 | oai:lup.lub.lu.se:30cdfb2d-ecf4-4c9c-a6d2-386934fced6a | |
| 009 | oai:DiVA.org:uu-327226 | |
| 024 | 7 | a https://gup.ub.gu.se/publication/2549242 URI |
| 024 | 7 | a https://doi.org/10.1038/ncomms154612 DOI |
| 024 | 7 | a https://lup.lub.lu.se/record/30cdfb2d-ecf4-4c9c-a6d2-386934fced6a2 URI |
| 024 | 7 | a https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-3272262 URI |
| 040 | a (SwePub)gud (SwePub)lud (SwePub)uu | |
| 041 | a eng | |
| 042 | 9 SwePub | |
| 072 | 7 | a ref2 swepub-contenttype |
| 072 | 7 | a art2 swepub-publicationtype |
| 100 | 1 | a Sanchez-Gonzalez, A.u Imperial College London,European XFEL GmbH, Holzkoppel 4, D-22869 Schenefeld, Germany.,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 245 | 1 0 | a Accurate prediction of X-ray pulse properties from a free-electron laser using machine learning |
| 264 | c 2017-06-05 | |
| 264 | 1 | b Springer Science and Business Media LLC,c 2017 |
| 338 | a electronic2 rdacarrier | |
| 520 | a Free-electron lasers providing ultra-short high-brightness pulses of X-ray radiation have great potential for a wide impact on science, and are a critical element for unravelling the structural dynamics of matter. To fully harness this potential, we must accurately know the X-ray properties: intensity, spectrum and temporal profile. Owing to the inherent fluctuations in free-electron lasers, this mandates a full characterization of the properties for each and every pulse. While diagnostics of these properties exist, they are often invasive and many cannot operate at a high-repetition rate. Here, we present a technique for circumventing this limitation. Employing a machine learning strategy, we can accurately predict X-ray properties for every shot using only parameters that are easily recorded at high-repetition rate, by training a model on a small set of fully diagnosed pulses. This opens the door to fully realizing the promise of next-generation high-repetition rate X-ray lasers. | |
| 650 | 7 | a NATURVETENSKAPx Fysik0 (SwePub)1032 hsv//swe |
| 650 | 7 | a NATURAL SCIENCESx Physical Sciences0 (SwePub)1032 hsv//eng |
| 650 | 7 | a NATURVETENSKAPx Fysikx Atom- och molekylfysik och optik0 (SwePub)103022 hsv//swe |
| 650 | 7 | a NATURAL SCIENCESx Physical Sciencesx Atom and Molecular Physics and Optics0 (SwePub)103022 hsv//eng |
| 650 | 7 | a NATURVETENSKAPx Fysikx Den kondenserade materiens fysik0 (SwePub)103042 hsv//swe |
| 650 | 7 | a NATURAL SCIENCESx Physical Sciencesx Condensed Matter Physics0 (SwePub)103042 hsv//eng |
| 653 | a neural-networks | |
| 653 | a time | |
| 653 | a physics | |
| 653 | a spectroscopy | |
| 653 | a radiation | |
| 653 | a dynamics | |
| 653 | a Science & Technology - Other Topics | |
| 700 | 1 | a Micaelli, P.u Imperial College London,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 700 | 1 | a Olivier, C.u Imperial College London,Stanford Linear Accelerator Center (SLAC),Imperial Coll London, Dept Phys, London SW7 2AZ, England.,SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.4 aut |
| 700 | 1 | a Barillot, T. R.u Imperial College London,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 700 | 1 | a Ilchen, M.u Stanford Linear Accelerator Center (SLAC),SLAC Natl Accelerator Lab, Stanford PULSE Inst, Menlo Pk, CA 94025 USA.;European XFEL GmbH, Holzkoppel 4, D-22869 Schenefeld, Germany.4 aut |
| 700 | 1 | a Lutman, A. A.u Stanford Linear Accelerator Center (SLAC),SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.4 aut |
| 700 | 1 | a Agåker, M.u Uppsala universitet,Uppsala University,SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.,Molekyl- och kondenserade materiens fysik4 aut0 (Swepub:uu)maaga227 |
| 700 | 1 | a Maxwell, T.u Stanford Linear Accelerator Center (SLAC),SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.4 aut |
| 700 | 1 | a Achner, A.u University of Gothenburg,Stanford Linear Accelerator Center (SLAC),European XFEL GmbH, Holzkoppel 4, D-22869 Schenefeld, Germany.,Imperial Coll London, Dept Phys, London SW7 2AZ, England.,Univ Kassel, Inst Phys, Heinrich Plett Str 40, D-34132 Kassel, Germany.;Univ Kassel, CINSaT, Heinrich Plett Str 40, D-34132 Kassel, Germany.,SLAC Natl Accelerator Lab, Stanford PULSE Inst, Menlo Pk, CA 94025 USA.;Univ Gothenburg, Dept Phys, Origovagen 6B, S-41296 Gothenburg, Sweden.4 aut |
| 700 | 1 | a Agaker, M.4 aut |
| 700 | 1 | a Berrah, N.u University of Connecticut,Univ Connecticut, Dept Phys, 2152 Hillside Rd,U-3046, Storrs, CT 06269 USA.4 aut |
| 700 | 1 | a Bostedt, C.u Stanford Linear Accelerator Center (SLAC),Argonne National Laboratory,Imperial College London,SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.;Argonne Natl Lab, Lemont, IL 60439 USA.,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 700 | 1 | a Bozek, J. D.u Synchrotron SOLEIL, F-91192 Gif Sur Yvette, France.4 aut |
| 700 | 1 | a Buck, J.u German Electron Synchrotron (DESY),DESY, Notkestr 85, D-22607 Hamburg, Germany.4 aut |
| 700 | 1 | a Bucksbaum, P. H.u Stanford Linear Accelerator Center (SLAC),Stanford University,SLAC Natl Accelerator Lab, Stanford PULSE Inst, Menlo Pk, CA 94025 USA.;Stanford Univ, Dept Phys, 382 Via Pueblo Mall, Stanford, CA 94305 USA.4 aut |
| 700 | 1 | a Såthe, C.u Lund University,Lunds universitet,MAX IV-laboratoriet,MAX IV Laboratory,SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.;Calif Lutheran Univ, Dept Phys, 60 West Olsen Rd, Thousand Oaks, CA 91360 USA.,Lund Univ, MAX Lab 4, Box 118, SE-22100 Lund, Sweden.4 aut0 (Swepub:lu)maxl-cos |
| 700 | 1 | a Cooper, B.4 aut |
| 700 | 1 | a Cryan, J. P.u Stanford Linear Accelerator Center (SLAC),SLAC Natl Accelerator Lab, Stanford PULSE Inst, Menlo Pk, CA 94025 USA.4 aut |
| 700 | 1 | a Dong, M.u Uppsala universitet,Uppsala University,Molekyl- och kondenserade materiens fysik4 aut0 (Swepub:uu)mindo331 |
| 700 | 1 | a Feifel, Raimundu University of Gothenburg,Gothenburg University,Göteborgs universitet,Institutionen för fysik (GU),Department of Physics (GU),Univ Gothenburg, Dept Phys, Origovagen 6B, S-41296 Gothenburg, Sweden.4 aut0 (Swepub:gu)xfeira |
| 700 | 1 | a Frasinski, L. J.u Imperial College London,European XFEL GmbH, Holzkoppel 4, D-22869 Schenefeld, Germany.,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 700 | 1 | a Fukuzawa, H.u Tohoku University,Tohoku Univ, Inst Multidisciplinary Res Adv Mat, Sendai, Miyagi 9808577, Japan.4 aut |
| 700 | 1 | a Galler, A.4 aut |
| 700 | 1 | a Hartmann, G.u University of Kassel,German Electron Synchrotron (DESY),DESY, Notkestr 85, D-22607 Hamburg, Germany.;Univ Kassel, Inst Phys, Heinrich Plett Str 40, D-34132 Kassel, Germany.;Univ Kassel, CINSaT, Heinrich Plett Str 40, D-34132 Kassel, Germany.4 aut |
| 700 | 1 | a Hartmann, N.u Stanford Linear Accelerator Center (SLAC),SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.4 aut |
| 700 | 1 | a Helml, W.u Stanford Linear Accelerator Center (SLAC),Technical University of Munich,SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.;Tech Univ Munich, Phys Dept E11, James Franck Str 1, D-85748 Garching, Germany.4 aut |
| 700 | 1 | a Johnson, A. S.4 aut |
| 700 | 1 | a Knie, A.4 aut |
| 700 | 1 | a Lindahl, Anton,d 1982u Gothenburg University,Göteborgs universitet,Institutionen för fysik (GU),Department of Physics (GU)4 aut0 (Swepub:gu)xliant |
| 700 | 1 | a Liu, J.4 aut |
| 700 | 1 | a Motomura, K.u Tohoku University,Tohoku Univ, Inst Multidisciplinary Res Adv Mat, Sendai, Miyagi 9808577, Japan.4 aut |
| 700 | 1 | a Mucke, M.u Uppsala universitet,Uppsala University,Imperial College London,Molekyl- och kondenserade materiens fysik,Teoretisk kemi,Imperial Coll, Dept Chem, London SW7 2AZ, England.4 aut0 (Swepub:uu)morva594 |
| 700 | 1 | a O'Grady, C.4 aut |
| 700 | 1 | a Rubensson, J-E.u Uppsala universitet,Uppsala University,Molekyl- och kondenserade materiens fysik4 aut0 (Swepub:uu)janerube |
| 700 | 1 | a Simpson, E. R.u Imperial College London,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 700 | 1 | a Squibb, Richard J.u University of Gothenburg,Gothenburg University,Göteborgs universitet,Institutionen för fysik (GU),Department of Physics (GU),Univ Gothenburg, Dept Phys, Origovagen 6B, S-41296 Gothenburg, Sweden.4 aut0 (Swepub:gu)xsquri |
| 700 | 1 | a Sathe, C.4 aut |
| 700 | 1 | a Ueda, K.u Tohoku University,Tohoku Univ, Inst Multidisciplinary Res Adv Mat, Sendai, Miyagi 9808577, Japan.4 aut |
| 700 | 1 | a Vacher, M.4 aut |
| 700 | 1 | a Walke, D. J.u Imperial College London,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 700 | 1 | a Zhaunerchyk, Vitaliu University of Gothenburg,Gothenburg University,Göteborgs universitet,Institutionen för fysik (GU),Department of Physics (GU),Univ Gothenburg, Dept Phys, Origovagen 6B, S-41296 Gothenburg, Sweden.4 aut0 (Swepub:gu)xzhavi |
| 700 | 1 | a Coffee, R. N.u Stanford Linear Accelerator Center (SLAC),SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USA.4 aut |
| 700 | 1 | a Marangos, J. P.u Imperial College London,Imperial Coll London, Dept Phys, London SW7 2AZ, England.4 aut |
| 710 | 2 | a Imperial College Londonb European XFEL GmbH, Holzkoppel 4, D-22869 Schenefeld, Germany.4 org |
| 773 | 0 | t Nature Communicationsd : Springer Science and Business Media LLCg 8q 8x 2041-1723 |
| 856 | 4 | u https://gup.ub.gu.se/publication/254924x primaryx freey FULLTEXT |
| 856 | 4 | u https://www.nature.com/articles/ncomms15461.pdf |
| 856 | 4 | u http://dx.doi.org/10.1038/ncomms15461x freey FULLTEXT |
| 856 | 4 | u https://uu.diva-portal.org/smash/get/diva2:1136026/FULLTEXT01.pdfx primaryx Raw objecty fulltext:print |
| 856 | 4 8 | u https://gup.ub.gu.se/publication/254924 |
| 856 | 4 8 | u https://doi.org/10.1038/ncomms15461 |
| 856 | 4 8 | u https://lup.lub.lu.se/record/30cdfb2d-ecf4-4c9c-a6d2-386934fced6a |
| 856 | 4 8 | u https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-327226 |
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- Micaelli, P.
- Olivier, C.
- Barillot, T. R.
- Ilchen, M.
- Lutman, A. A.
- visa fler...
- Agåker, M.
- Maxwell, T.
- Achner, A.
- Agaker, M.
- Berrah, N.
- Bostedt, C.
- Bozek, J. D.
- Buck, J.
- Bucksbaum, P. H.
- Såthe, C.
- Cooper, B.
- Cryan, J. P.
- Dong, M.
- Feifel, Raimund
- Frasinski, L. J.
- Fukuzawa, H.
- Galler, A.
- Hartmann, G.
- Hartmann, N.
- Helml, W.
- Johnson, A. S.
- Knie, A.
- Lindahl, Anton, ...
- Liu, J.
- Motomura, K.
- Mucke, M.
- O'Grady, C.
- Rubensson, J-E.
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- Sathe, C.
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