Near real-time streaming analysis of big fusion data

Autor: Kube, Ralph, Churchill, R. Michael, Chang, CS, Choi, Jong, Wang, Jason, Klasky, Scott, Stephey, Laurie, Choi, Minjun, Dart, Eli

While experiments on fusion plasmas produce high-dimensional data time series with ever increasing magnitude and velocity, data analysis has been lagging behind this development. For example, many data analysis tasks are often performed in a manual,

Externí odkaz: http://arxiv.org/abs/2108.08896

Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma

Autor: Wu, Lingfei, Wu, Kesheng, Sim, Alex, Churchill, Michael, Choi, Jong Y., Stathopoulos, Andreas, Chang, Cs, Klasky, Scott

A novel algorithm and implementation of real-time identification and tracking of blob-filaments in fusion reactor data is presented. Similar spatio-temporal features are important in many other applications, for example, ignition kernels in combustio

Externí odkaz: http://arxiv.org/abs/1505.03532

Leading magnetic fusion energy science into thebig-and-fast data lane

Autor: Kube, Ralph, Churchill, R Michael, Chang, CS, Choi, Jong Y, Wang, Ruonan, Klasky, Scott, Choi, Minjun J, Park, Jinseop

We present ``Delta``, a Python framework that connects magnetic fusion experiments tohigh-performance computing (HPC) facilities in order leverage advanced data analysis for nearreal-time decisions. Using the ADIOS I/O framework, ``Delta`` streams me

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1aed3efa35ad0466edfdb4bf8281a83e

First principles and integrated modelling achievements towards trustful fusion power predictions for JET and ITER

Autor: Garcia, J., Dumont, R. J., Joly, J., Morales, J., Garzotti, L., Bache, T. W., Baranov, Y., Casson, F. J., Challis, C., Kirov, K., Mailloux, J., Saarelma, S., Nocente, M., Banon-Navarro, A., Goerler, T., Citrin, J., Ho, A., Gallart, D., Mantsinen, M., Abduallev, (Abduallev, S, ( 8, S., 42, ), Abhangi, (Abhangi, M, ( 8, M., 54, ), Abreu, (Abreu, P, ( 8, P., 60, ), Afanasev, (Afanasev, V, V)(, 8, 61, ), Afzal, (Afzal, M, 14, ), Aggarwal, (Aggarwal, Km, ( 8, K. M., 85, ), Ahlgren, (Ahlgren, T, ( 8, T., 106, ), Aho-Mantila, (Aho-Mantila, L, ( 8, L., 113, ), Aiba, (Aiba, N, ( 8, N., 73, ), Airila, (Airila, M, Alarcon, (Alarcon, T, 15, ), Albanese, (Albanese, R, ( 8, R., 18, ), Alegre, (Alegre, D, ( 8, D., 64, ), Aleiferis, (Aleiferis, S, 75, ), Alessi, (Alessi, E, ( 8, E., 50, ), Aleynikov, (Aleynikov, P, 62, ), Alkseev, (Alkseev, A, ( 8, A., 76, ), Allinson, (Allinson, M, Alper, (Alper, B, ( 8, B., Alves, (Alves, E, Ambrosino, (Ambrosino, G, ( 8, G., (Ambrosino, R, Amosov, (Amosov, V, 95, ), Sunden, (Sunden, Ea, Andersson)( 8, E., 26, ), Andrews, (Andrews, R, Angelone, (Angelone, M, 96, ), Anghel, (Anghel, M, 92, ), Angioni, (Angioni, C, ( 8, C., 68, ), Appel, (Appel, L, Appelbee, (Appelbee, C, Arena, Paolo Pietro, (Arena, P, 34, ), Ariola, (Ariola, M, Arshad, (Arshad, S, 45, ), Artaud, (Artaud, J, ( 8, J., Arter, (Arter, W, ( 8, W., Ash, (Ash, A, Ashikawa, (Ashikawa, N, ( 8 ), N., Aslanyan, (Aslanyan, V, 70, ), Asunta, (Asunta, O, ( 8, O., Asztalos, 9, (Asztalos, O, 114, ), Auriemma, (Auriemma, F, ( 8, F., 19, ), Austin, (Austin, Y, ( 8, Y., Avotina, (Avotina, L, 109, ), Axton, (Axton, M, Ayres, (Ayres, C, Baciero, (Baciero, A, Baiao, (Baiao, D, Balboa, (Balboa, I, I)(, 8, Balden, (Balden, M, Balshaw, (Balshaw, N, Bandaru, (Bandaru, Vk, ( 8, V. 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Publikováno v: Nuclear Fusion, 59(8):086047. Institute of Physics
Nuclear Fusion
Nuclear fusion 59 (2019): 086047-1–086047-10. doi:10.1088/1741-4326/ab25b1
info:cnr-pdr/source/autori:Garcia, J.; Dumont, R. J.; Joly, J.; Morales, J.; Garzotti, L.; Bache, T. W.; Baranov, Y.; Casson, F. J.; Challis, C.; Kirov, K.; Mailloux, J.; Saarelma, S.; Nocente, M.; Banon-Navarro, A.; Goerler, T.; Citrin, J.; Ho, A.; Gallart, D.; Mantsinen, M.; Abduallev, S.; Abhangi, M.; Abreu, P.; Afanasev, V; Afzal, M.; Aggarwal, K. M.; Ahlgren, T.; Aho-Mantila, L.; Aiba, N.; Airila, M.; Alarcon, T.; Albanese, R.; Alegre, D.; Aleiferis, S.; Alessi, E.; Aleynikov, P.; Alkseev, A.; Allinson, M.; Alper, B.; Alves, E.; Ambrosino, G.; Ambrosino, R.; Amosov, V; Sunden, E. Andersson; Andrews, R.; Angelone, M.; Anghel, M.; Angioni, C.; Appel, L.; Appelbee, C.; Arena, P.; Ariola, M.; Arshad, S.; Artaud, J.; Arter, W.; Ash, A.; Ashikawa, N.; Aslanyan, V; Asunta, O.; Asztalos, O.; Auriemma, F.; Austin, Y.; Avotina, L.; Axton, M.; Ayres, C.; Baciero, A.; Baiao, D.; Balboa, I; Balden, M.; Balshaw, N.; Bandaru, V. K.; Banks, J.; Baranov, Y. 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P.; Greuner, H.; Grierson, B.; Griffiths, J.; Griph, S.; Grist, D.; Groth, M.; Grove, R.; Gruca, M.; Guard, D.; Guerard, C.; Guillemaut, C.; Guirlet, R.; Gulati, S.; Gurl, C.; Gutierrez-Milla, A.; Utoh, H. H.; Hackett, L.; Hacquin, S.; Hager, R.; Hakola, A.; Halitovs, M.; Hall, S.; Hallworth-Cook, S.; Ham, C.; Hamed, M.; Hamilton, N.; Hamlyn-Harris, C.; Hammond, K.; Hancu, G.; Harrison, J.; Harting, D.; Hasenbeck, F.; Hatano, Y.; Hatch, D. R.; Haupt, T.; Hawes, J.; Hawkes, N. C.; Hawkins, J.; Hawkins, P.; Hazel, S.; Heesterman, P.; Heinola, K.; Hellesen, C.; Hellsten, T.; Helou, W.; Hemming, O.; Hender, T. C.; Henderson, S. S.; Henderson, M.; Henriques, R.; Hepple, D.; Herfindal, J.; Hermon, G.; Hidalgo, C.; Higginson, W.; Highcock, E. G.; Hillesheim, J.; Hillis, D.; Hizanidis, K.; Hjalmarsson, A.; Ho, A.; Hobirk, J.; Hogben, C. H. A.; Hogeweij, G. M. D.; Hollingsworth, A.; Hollis, S.; Hoelzl, M.; Honore, J-J; Hook, M.; Hopley, D.; Horacek, J.; Hornung, G.; Horton, A.; Horton, L. 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R.; Nocente, M.; Nodwell, D.; Nordlund, K.; Nordman, H.; Normanton, R.; Noterdaeme, J. M.; Nowak, S.; Nunes, I; O'Gorman, T.; O'Mullane, M.; Oberkofler, M.; Oberparleiter, M.; Odupitan, T.; Ogawa, M. T.; Okabayashi, M.; Oliver, H.; Olney, R.; Omoregie, L.; Ongena, J.; Orsitto, F.; Orszagh, J.; Osborne, T.; Otin, R.; Owen, A.; Owen, T.; Paccagnella, R.; Packer, L. W.; Pajuste, E.; Pamela, S.; Panja, S.; Papp, P.; Papp, G.; Parail, V; Pardanaud, C.; Diaz, F. Parra; Parsloe, A.; Parsons, N.; Parsons, M.; Pasqualotto, R.; Passeri, M.; Patel, A.; Pathak, S.; Patten, H.; Pau, A.; Pautasso, G.; Pavlichenko, R.; Pavone, A.; Pawelec, E.; Soldan, C. Paz; Peackoc, A.; Pehkonen, S-P; Peluso, E.; Penot, C.; Penzo, J.; Pepperell, K.; Pereira, R.; Cippo, E. Perelli; von Thun, C. Perez; Pericoli, V; Peruzzo, S.; Peterka, M.; Petersson, P.; Petravich, G.; Petre, A.; Petrzilka, V; Philipps, V; Pigatto, L.; Pillon, M.; Pinches, S.; Pintsuk, G.; Piovesan, P.; de Sa, W. Pires; dos Reis, A. 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G.; Risner, J.; Riva, M.; Rivero-Rodriguez, J.; Roach, C.; Robins, R.; Robinson, S.; Robson, D.; Rodionov, R.; Rodrigues, P.; Rodriguez, J.; Rohde, V; Romanelli, M.; Romanelli, F.; Romanelli, S.; Romazanov, J.; Rowe, S.; Rubel, M.; Rubinacci, G.; Rubino, G.; Ruchko, L.; Ruset, C.; Rzadkiewicz, J.; Saarelma, S.; Sabot, R.; Saez, X.; Safi, E.; Sahlberg, A.; Saibene, G.; Saleem, M.; Salewski, M.; Salmi, A.; Salmon, R.; Salzedas, F.; Samm, U.; Sandiford, D.; Santa, P.; Santala, M. I. K.; Santos, B.; Santucci, A.; Sartori, F.; Sartori, R.; Sauter, O.; Scannell, R.; Schluck, F.; Schlummer, T.; Schmid, K.; Schmuck, S.; Schoepf, K.; Schweinzer, J.; Schworer, D.; Scott, S. D.; Sergienko, G.; Sertoli, M.; Shabbir, A.; Sharapov, S. E.; Shaw, A.; Sheikh, H.; Shepherd, A.; Shevelev, A.; Shiraki, D.; Shumack, A.; Sias, G.; Sibbald, M.; Sieglin, B.; Silburn, S.; Silva, J.; Silva, A.; Silva, C.; Silvagni, D.; Simmons, P.; Simpson, J.; Sinha, A.; Sipila, S. K.; Sips, A. C. 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T.; Tabares, F.; Tadic, T.; Tal, B.; Tala, T.; Taliercio, C.; Tallargio, A.; Tanaka, K.; Tang, W.; Tardocchi, M.; Tatali, R.; Taylor, D.; Tegnered, D.; Telesca, G.; Teplova, N.; Teplukhina, A.; Terranova, D.; Terry, C.; Testa, D.; Tholerus, E.; Thomas, J.; Thompson, V. K.; Thornton, A.; Tierens, W.; Tiseanu, I; Tojo, H.; Tokitani, M.; Tolias, P.; Tomes, M.; Trimble, P.; Tripsky, M.; Tsalas, M.; Tsavalas, P.; Tskhakaya, D.; Jun, D. Tskhakaya; Turner, I; Turner, M. M.; Turnyanskiy, M.; Tvalashvili, G.; Tyshchenko, M.; Uccello, A.; Uljanovs, J.; Urano, H.; Urban, A.; Urbanczyk, G.; Uytdenhouwen, I; Vadgama, A.; Valcarcel, D.; Vale, R.; Valentinuzzi, M.; Valerii, K.; Valisa, M.; Olivares, P. Vallejos; Valovic, M.; Van Eester, D.; Van Renterghem, W.; van Rooij, G. J.; Varje, J.; Vartanian, S.; Vasava, K.; Vasilopoulou, T.; Vecsei, M.; Vega, J.; Ventre, S.; Verdoolaege, G.; Verona, C.; Rinati, G. Verona; Veshchev, E.; Vianello, N.; Vicente, J.; Viezzer, E.; Villari, S.; Villone, F.; Vincent, M.; Vincenzi, P.; Vinyar, I; Viola, B.; Vitins, A.; Vizvary, Z.; Vlad, M.; Voitsekhovitch, I; Voltolina, D.; von Toussaint, U.; Vondracek, P.; Vuksic, M.; Wakeling, B.; Waldon, C.; Walkden, N.; Walker, R.; Walker, M.; Walsh, M.; Wang, N.; Wang, E.; Warder, S.; Warren, R.; Waterhouse, J.; Watts, C.; Wauters, T.; Webb, M.; Weckmann, A.; Weiland, J.; Weiland, M.; Weisen, H.; Weiszflog, M.; Welch, P.; West, A.; Wheatley, M.; Wheeler, S.; Whitehead, A. M.; Whittaker, D.; Widdowson, A. M.; Wiesen, S.; Wilkie, G.; Williams, J.; Willoughby, D.; Wilson, J.; Wilson, I; Wilson, H. R.; Wischmeier, M.; Withycombe, A.; Witts, D.; Wolfrum, E.; Wood, R.; Woodley, R.; Woodley, C.; Wray, S.; Wright, J. C.; Wright, P.; Wukitch, S.; Wynn, A.; Xiang, L.; Xu, T.; Xue, Y.; Yadikin, D.; Yakovenko, Y.; Yanling, W.; Yavorskij, V; Young, I; Young, R.; Young, D.; Zacks, J.; Zagorski, R.; Zaitsev, F. S.; Zakharov, L.; Zanino, R.; Zarins, A.; Zarins, R.; Fernandez, D. Zarzoso; Zastrow, K. D.; Zerbini, M.; Zhang, W.; Zhou, Y.; Zilli, E.; Zocco, A.; Zoita, V; Zoletnik, S.; Zwingmann, W.; Zychor, I/titolo:First principles and integrated modelling achievements towards trustful fusion power predictions for JET and ITER/doi:10.1088%2F1741-4326%2Fab25b1/rivista:Nuclear fusion/anno:2019/pagina_da:086047-1/pagina_a:086047-10/intervallo_pagine:086047-1–086047-10/volume:59
27th IAEA Fusion Energy Conference
Nuclear Fusion, 59, 086047

Predictability of burning plasmas is a key issue for designing and building credible future fusion devices. In this context, an important effort of physics understanding and guidance is being carried out in parallel to the on-going JET experimental c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0a5a8453525818b53d0258a6d1ca4641
https://research.tue.nl/nl/publications/8a0cc1c1-25f7-40aa-8c7d-cd5beddead43

Verification of long wavelength electromagnetic modes with a gyrokinetic-fluid hybrid model in the XGC code

Autor: Hager, Robert, Lang, Jianying, Chang, CS, Ku, S, Chen, Y, Parker, SE, Adams, MF

Publikováno v: Physics of plasmas, vol 24, iss 5

As an alternative option to kinetic electrons, the gyrokinetic total-f particle-in-cell (PIC) code XGC1 has been extended to the MHD/fluid type electromagnetic regime by combining gyrokinetic PIC ions with massless drift-fluid electrons analogous to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______325::d2e03320f0bbea2f4612db23894dbefa
https://escholarship.org/uc/item/31w308j5