Bayesian optimization of massive material injection for disruption mitigation in tokamaks

Autor: Pusztai, Istvan, Ekmark, Ida, Bergström, Hannes, Halldestam, Peter, Jansson, Patrik, Hoppe, Mathias, Vallhagen, Oskar, Fülöp, Tünde

A Bayesian optimization framework is used to investigate scenarios for disruptions mitigated with combined deuterium and neon injection in ITER. The optimization cost function takes into account limits on the maximum runaway current, the transported

Externí odkaz: http://arxiv.org/abs/2302.01260

Bayesian optimization of massive material injection for disruption mitigation in tokamaks

Autor: I. Pusztai, I. Ekmark, H. Bergström, P. Halldestam, P. Jansson, M. Hoppe, O. Vallhagen, T. Fülöp

Publikováno v: Journal of Plasma Physics (0022-3778) vol.89(2023)
Journal of Plasma Physics

A Bayesian optimization framework is used to investigate scenarios for disruptions mitigated with combined deuterium and neon injection in ITER. The optimization cost function takes into account limits on the maximum runaway current, the transported

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3875bb7cf881872be15047f6e2c12590
http://arxiv.org/abs/2302.01260

Postoperative and Pathological Outcomes of CROSS and FLOT as Neoadjuvant Therapy for Esophageal and Junctional Adenocarcinoma

Autor: Committee:, Steering, Alderson, D, Bundred, J, RPT, Evans, Gossage, J, Griffiths, EA, Jefferies, B, Kamarajah, SK, McKay, S, Mohamed, Nepogodiev, D, Siaw- Acheampong, K, Singh, P, van Hillegersberg, R, Vohra, R, Wanigasooriya, K, Whitehouse, T., Leads:, National, Gjata, A, Moreno, JI, Takeda, FR, Kidane, B, Guevara Castro, R, Harustiak, T, Bekele, A, Kechagias, A, Gockel, Kennedy, A, Da Roit, A, Bagajevas, A, Azagra, JS, Mahendran, HA, Mejía-Fernández, L, Wijnhoven, BPL, El Kafsi, J, Sayyed, RH, Sousa, M, Sampaio, AS, Negoi, Blanco, R, Wallner, B, Schneider, PM, Hsu, PK, Isik, A, Leads:, Site, Gananadha, S, Wills, Devadas, M, Duong, C, Talbot, M, Hii, MW, Jacobs, R, Andreollo, NA, Johnston, B, Darling, G, Isaza-Restrepo, A, Rosero, G, Arias- Amézquita, F, Raptis, D, Gaedcke, J, Reim, D, Izbicki, J, Egberts, JH, Dikinis, S, Kjaer, DW, Larsen, MH, Achiam, MP, Saarnio, J, Theodorou, D, Liakakos, T, Korkolis, DP, Robb, WB, Collins, C, Murphy, T, Reynolds, J, Tonini, Migliore, M, Bonavina, L, Valmasoni, M, Bardini, R, Weindelmayer, J, Terashima, M, White, RE, Alghunaim, E, Elhadi, M, Leon-Takahashi, AM, Medina-Franco, H, Lau, PC, Okonta, KE, Heisterkamp, J, Rosman, C, van Hillegersberg, R, Beban, G, Babor, R, Gordon, A, Rossaak, JI, Pal, KMI, Qureshi, AU, Naqi, SA, Syed, AA, Barbosa, J, Vicente, CS, Leite, J, Freire, J, Casaca, R, Costa, RCT, Scurtu, RR, Mogoanta, SS, Bolca, C, Constantinoiu, S, Sekhniaidze, D, Bjelović, M, So, JBY, Gačevski, G, Loureiro, C, Pera, M, Bianchi, A, Moreno Gijón, M, Martín Fernández, J, Trugeda Carrera, MS, Vallve-Bernal, M, Cítores Pascual, MA, Elmahi, S, Halldestam, Hedberg, J, Mönig, S, Gutknecht, S, Tez, M, Guner, A, Tirnaksiz, MB, Colak, E, Sevinç, B, Hindmarsh, A, Khan, Khoo, D, Byrom, R, Gokhale, J, Wilkerson, P, Jain, P, Chan, D, Robertson, K, Iftikhar, S, Skipworth, R, Forshaw, M, Higgs, S, Gossage, J, Nijjar, R, Viswanath, YKS, Turner, P, Dexter, S, Boddy, A, Allum, WH, Oglesby, S, Cheong, E, Beardsmore, D, Vohra, R, Maynard, N, Berrisford, R, Mercer, S, Puig, S, Melhado, R, Kelty, C, Underwood, T, Dawas, K, Lewis, W, Al-Bahrani, A, Bryce, G, Thomas, M, Arndt, AT, Palazzo, F, Meguid, RA, Collaborators:, Fergusson, J, Beenen, E, Mosse, C, Salim, J, Cheah, S, Wright, T, Cerdeira, MP, McQuillan, P, Richardson, M, Liem, H, Spillane, J, Yacob, M, Albadawi, F, Thorpe, T, Dingle, A, Cabalag, C, Loi, K, Fisher, OM, Ward, S, Read, M, Johnson, M, Bassari, R, Bui, H, Cecconello, RAA, Sallum, da Rocha, JRM, Lopes, LR, Tercioti, V, JDS, Coelho, Ferrer, JAP, Buduhan, G, Tan, L, Srinathan, S, Shea, P, Yeung, J, Allison, F, Carroll, P, Vargas-Barato, F, Gonzalez, F, Ortega, J, Nino-Torres, L, Beltrán-García, TC, Castilla, L, Pineda, M, Bastidas, A, Gómez-Mayorga, J, Cortés, N, Cetares, C, Caceres, S, Duarte, S, Pazdro, A, Snajdauf, M, Faltova, H, Sevcikova, M, Mortensen, PB, Katballe, N, Ingemann, T, Kruhlikava, Morten B, Ainswort, AP, Stilling, NM, Eckardt, J, Holm, J, Thorsteinsson, M, Siemsen, M, Brandt, B, Nega, B, Teferra, E, Tizazu, A, Kauppila, JH, Koivukangas, V, Meriläinen, S, Gruetzmann, R, Krautz, C, Weber, G, Golcher, H, Emons, G, Azizian, A, Ebeling, M, Niebisch, S, Kreuser, N, Albanese, G, Hesse, J, Volovnik, L, Boecher, U, Reeh, M, Triantafyllou, S, Schizas, D, Michalinos, A, Balli, E, Mpoura, M, Charalabopoulos, A, Manatakis, DK, Balalis, D, Bolger, J, Baban, C, Mastrosimone, A, McAnena, O, Quinn, A, Ó Súilleabháin, CB, Hennessy, MM, Ivanovski, Khizer, H, Ravi, N, Donlon, N, Cervellera, M, Vaccari, S, Bianchini, S, Sartarelli, l, Asti, E, Bernardi, D, Merigliano, S, Provenzano, L, Scarpa, M, Saadeh, L, Salmaso, B, De Manzoni, G, Giacopuzzi, S, Mendola, La, De Pasqual, CA, Tsubosa, Y, Niihara, M, Irino, T, Makuuchi, R, Ishii, K, Mwachiro, M, Fekadu, A, Odera, A, Mwachiro, E, AlShehab, D, Ahmed, HA, Shebani, AO, Elhadi, A, Elnagar, FA, Elnagar, HF, Makkai-Popa, ST, Wong, LF, Tan, YR, Thannimalai, S, Ho, CA, Pang, WS, Tan, JH, HNL, Basave, Cortés-González, R, Lagarde, SM, van Lanschot, JJB, Cords, C, Jansen, WA, Martijnse, I, Matthijsen, R, Bouwense, S, Klarenbeek, B, Verstegen, M, van Workum, F, Ruurda, JP, van der Sluis, PC, de Maat, M, Evenett, N, Johnston, P, Patel, R, MacCormick, A, Young, M, Smith, B, Ekwunife, C, Memon, AH, Shaikh, K, Wajid, A, Khalil, N, Haris, M, Mirza, ZU, SBA, Qudus, Sarwar, MZ, Shehzadi, A, Raza, A, Jhanzaib, MH, Farmanali, J, Zakir, Z, Shakeel, O, Nasir, Khattak, S, Baig, M, Noor, MA, Ahmed, HH, Naeem, A, Pinho, AC, da Silva, R, Bernardes, A, Campos, JC, Matos, H, Braga, T, Monteiro, C, Ramos, P, Cabral, F, Gomes, MP, Martins, PC, Correia, AM, Videira, JF, Ciuce, C, Drasovean, R, Apostu, R, Ciuce, C, Paitici, S, Racu, AE, Obleaga, CV, Beuran, M, Stoica, B, Negoita, Ciubotaru C, Cordos, Birla, RD, Predescu, D, Hoara, PA, Tomsa, R, Shneider, Agasiev, M, Ganjara, Gunjić, D, Veselinović, M, Babič, T, Chin, TS, Shabbir, A, Kim, G, Crnjac, A, Samo, H, Val, Díez del, Leturio, S, Ramón, JM, Dal Cero, M, Rifá, S, Rico, M, Pagan Pomar, A, Martinez Corcoles, JA, Rodicio Miravalles, JL, Pais, SA, Turienzo, SA, Alvarez, LS, Campos, PV, Rendo, AG, García, SS, EPG, Santos, Martínez, ET, Fernández Díaz, MJ, Magadán Álvarez, C, Martín, Concepción, Díaz López, C, Rosat Rodrigo, A, Pérez Sánchez, LE, Bailón Cuadrado, M, Tinoco Carrasco, C, Choolani Bhojwani, E, Sánchez, DP, Ahmed, ME, Dzhendov, T, Lindberg, F, Rutegård, M, Sundbom, M, Mickael, C, Colucci, N, Schnider, A, Er, S, Kurnaz, E, Turkyilmaz, S, Turkyilmaz, A, Yildirim, R, Baki, BE, Akkapulu, N, Karahan, O, Damburaci, N, Hardwick, R, Safranek, P, Sujendran, Bennett, J, Afzal, Z, Shrotri, M, Chan, B, Exarchou, K, Gilbert, T, Amalesh, T, Mukherjee, D, Mukherjee, S, Wiggins, TH, Kennedy, R, McCain, S, Harris, A, Dobson, G, Davies, N, Wilson, I, Mayo, D, Bennett, D, Young, R, Manby, P, Blencowe, N, Schiller, M, Byrne, B, Mitton, D, Wong, V, Elshaer, A, Cowen, M, Menon, Tan, LC, McLaughlin, E, Koshy, R, Sharp, C, Brewer, H, Das, N, Cox, M, Al Khyatt, W, Worku, D, Iqbal, R, Walls, L, McGregor, R, Fullarton, G, Macdonald, A, MacKay, C, Craig, C, Dwerryhouse, S, Hornby, S, Jaunoo, S, Wadley, M, Baker, C, Saad, M, Kelly, M, Davies, A, Di Maggio, F, McKay, S, Mistry, P, Singhal, R, Tucker, O, Kapoulas, S, Powell-Brett, S, Davis, P, Bromley, G, Watson, L, Verma, R, Ward, J, Shetty, V, Ball, C, Pursnani, K, Sarela, A, Sue Ling, H, Mehta, S, Hayden, J, To, N, Palser, T, Hunter, D, Supramaniam, K, Butt, Z, Ahmed, A, Kumar, S, Chaudry, A, Moussa, O, Kordzadeh, A, Lorenzi B Wilson, M, Patil, P, Noaman, Willem, J, Bouras, G, Evans, R, Singh, M, Warrilow, H, Ahmad, A, Tewari, N, Yanni, F, Couch, J, Theophilidou, E, Reilly, JJ, Singh, P, van Boxel, Gijs, Akbari, K, Zanotti, D, Sgromo, B, Sanders, G, Wheatley, T, Ariyarathenam, A, Reece-Smith, A, Humphreys, L, Choh, C, Carter, N, Knight, B, Pucher, P, Athanasiou, A, Mohamed, Tan, B, Abdulrahman, M, Vickers, J, Akhtar, K, Chaparala, R, Brown, R, Alasmar, MMA, Ackroyd, R, Patel, K, Tamhankar, A, Wyman, A, Walker, R, Grace, B, Abbassi, N, Slim, N, Ioannidi, L, Blackshaw, G, Havard, T, Escofet, X, Powell, A, Owera, A, Rashid, F, Jambulingam, P, Padickakudi, J, Ben-Younes, H, Mccormack, K, Makey, IA, Karush, MK, Seder, CW, Liptay, MJ, Chmielewski, G, Rosato, EL, Berger, AC, Zheng, R, Okolo, E, Singh, A, Scott, CD, Weyant, MJ, Mitchell, JD.

Publikováno v: Annals of Surgery; May 2023, Vol. 277 Issue: 5 pe1026-e1034, 9p

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