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Full-Pulse tomographic reconstruction with deep neural networksFerreira, D. ...Plasma tomography consists of reconstructing a two-dimensional radiation profile of a poloidal cross section of a fusion device based on line-integrated measurements along several lines of sight. The ... reconstruction process is computationally intensive, and in practice, only a few reconstructions are usually computed per pulse. In this work, we trained a deep neural network based on a large collection of sample tomograms that have been produced at JET over several years. Once trained, the network is able to reproduce those results with high accuracy. More importantly, it can compute all the tomographic reconstructions for a given pulse in just a few seconds. This makes it possible to visualize several phenomena-such as plasma heating, disruptions, and impurity transport-over the course of the entire pulse.Source: Procceedings (Iss. 1-2, Vol. 74, 2018, str. 47-56)Type of material - conference contributionPublish date - 2018Language - englishCOBISS.SI-ID - 32781607
Author
Ferreira, D. |
Carvalho, P. |
Fernandes, H. |
Abduallev, S. |
Abhangi, M. R. |
Abreu, P. |
Afzal, M. |
Aggarwal, K. M. |
Čufar, Aljaž |
Drenik, Aleksander, 1979- |
Kodeli, Ivan Aleksander |
Kos, Bor, 1989- |
Lengar, Igor |
Štancar, Žiga |
Snoj, Luka, 1981-
Topics
jedrska fizika
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Ferreira, D. | ![]() |
Carvalho, P. | ![]() |
Fernandes, H. | ![]() |
Abduallev, S. | ![]() |
Abhangi, M. R. | ![]() |
Abreu, P. | ![]() |
Afzal, M. | ![]() |
Aggarwal, K. M. | ![]() |
Čufar, Aljaž | 36329 |
Drenik, Aleksander, 1979- | 26476 |
Kodeli, Ivan Aleksander | 03943 |
Kos, Bor, 1989- | 38202 |
Lengar, Igor | 19167 |
Štancar, Žiga | 37483 |
Snoj, Luka, 1981- | 27819 |
Source: Personal bibliographies
and: SICRIS
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