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10. A framework for rigorous evaluation of human performance in human and machine learning comparison studies

Author

Hannah P. Cowley, Mandy Natter, Karla Gray-Roncal, Rebecca E. Rhodes, Erik C. Johnson, Nathan Drenkow, Timothy M. Shead, Frances S. Chance, Brock Wester, and William Gray-Roncal

Subjects
Medicine, Science
Abstract

Abstract Rigorous comparisons of human and machine learning algorithm performance on the same task help to support accurate claims about algorithm success rates and advances understanding of their performance relative to that of human performers. In turn, these comparisons are critical for supporting advances in artificial intelligence. However, the machine learning community has lacked a standardized, consensus framework for performing the evaluations of human performance necessary for comparison. We demonstrate common pitfalls in a designing the human performance evaluation and propose a framework for the evaluation of human performance, illustrating guiding principles for a successful comparison. These principles are first, to design the human evaluation with an understanding of the differences between human and algorithm cognition; second, to match trials between human participants and the algorithm evaluation, and third, to employ best practices for psychology research studies, such as the collection and analysis of supplementary and subjective data and adhering to ethical review protocols. We demonstrate our framework’s utility for designing a study to evaluate human performance on a one-shot learning task. Adoption of this common framework may provide a standard approach to evaluate algorithm performance and aid in the reproducibility of comparisons between human and machine learning algorithm performance.

Published
2022
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13. Random error propagation on electron beam dynamics for a 50 MeV S-band linac

Author

H Purwar, E Goutierre, H Guler, M Rossetti Conti, S Chance, A Gonnin, H Monard, A Bacci, M Sebag, J Cohen, and C Bruni

Subjects
electron beam dynamics, random error propagation, photoinjector, Science, Physics, QC1-999
Abstract

The stability and the quality of particle beams are of utmost importance for many emerging linac installations. The impact on beam properties damage of beam electromagnetic element misalignments and jitter/fluctuations in various accelerator sub-systems should be properly known, as usually such shot-to-shot fluctuations cannot be avoided. On top of that, knowing which parameters the machine is most sensitive to is of utmost to take precautionary measures to reduce the beam degradation and thus improve beam stability and quality. This simulation work focuses on a 50 MeV S-band linear accelerator based on RF photoinjector electron source. The sensitivity of the beam parameters towards several errors has been studied collectively as well as individually for each accelerator element. While the emittance at the end of the linac is dominated by the laminar behavior in the accelerating section, the main emittance degradation comes mainly from orbit errors located at the linac entrance.

Published
2023
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15. FCC Physics Opportunities

Author

A. Abada, M. Abbrescia, S. S. AbdusSalam, I. Abdyukhanov, J. Abelleira Fernandez, A. Abramov, M. Aburaia, A. O. Acar, P. R. Adzic, P. Agrawal, J. A. Aguilar-Saavedra, J. J. Aguilera-Verdugo, M. Aiba, I. Aichinger, G. Aielli, A. Akay, A. Akhundov, H. Aksakal, J. L. Albacete, S. Albergo, A. Alekou, M. Aleksa, R. Aleksan, R. M. Alemany Fernandez, Y. Alexahin, R. G. Alía, S. Alioli, N. Alipour Tehrani, B. C. Allanach, P. P. Allport, M. Altınlı, W. Altmannshofer, G. Ambrosio, D. Amorim, O. Amstutz, L. Anderlini, A. Andreazza, M. Andreini, A. Andriatis, C. Andris, A. Andronic, M. Angelucci, F. Antinori, S. A. Antipov, M. Antonelli, M. Antonello, P. Antonioli, S. Antusch, F. Anulli, L. Apolinário, G. Apollinari, A. Apollonio, D. Appelö, R. B. Appleby, Ara. Apyan, Arm. Apyan, A. Arbey, A. Arbuzov, G. Arduini, V. Arı, S. Arias, N. Armesto, R. Arnaldi, S. A. Arsenyev, M. Arzeo, S. Asai, E. Aslanides, R. W. Aßmann, D. Astapovych, M. Atanasov, S. Atieh, D. Attié, B. Auchmann, A. Audurier, S. Aull, S. Aumon, S. Aune, F. Avino, G. Avrillaud, G. Aydın, A. Azatov, G. Azuelos, P. Azzi, O. Azzolini, P. Azzurri, N. Bacchetta, E. Bacchiocchi, H. Bachacou, Y. W. Baek, V. Baglin, Y. Bai, S. Baird, M. J. Baker, M. J. Baldwin, A. H. Ball, A. Ballarino, S. Banerjee, D. P. Barber, D. Barducci, P. Barjhoux, D. Barna, G. G. Barnaföldi, M. J. Barnes, A. Barr, J. Barranco García, J. Barreiro Guimarães da Costa, W. Bartmann, V. Baryshevsky, E. Barzi, S. A. Bass, A. Bastianin, B. Baudouy, F. Bauer, M. Bauer, T. Baumgartner, I. Bautista-Guzmán, C. Bayındır, F. Beaudette, F. Bedeschi, M. Béguin, I. Bellafont, L. Bellagamba, N. Bellegarde, E. Belli, E. Bellingeri, F. Bellini, G. Bellomo, S. Belomestnykh, G. Bencivenni, M. Benedikt, G. Bernardi, J. Bernardi, C. Bernet, J. M. Bernhardt, C. Bernini, C. Berriaud, A. Bertarelli, S. Bertolucci, M. I. Besana, M. Besançon, O. Beznosov, P. Bhat, C. Bhat, M. E. Biagini, J.-L. Biarrotte, A. Bibet Chevalier, E. R. Bielert, M. Biglietti, G. M. Bilei, B. Bilki, C. Biscari, F. Bishara, O. R. Blanco-García, F. R. Blánquez, F. Blekman, A. Blondel, J. Blümlein, T. Boccali, R. Boels, S. A. Bogacz, A. Bogomyagkov, O. Boine-Frankenheim, M. J. Boland, S. Bologna, O. Bolukbasi, M. Bomben, S. Bondarenko, M. Bonvini, E. Boos, B. Bordini, F. Bordry, G. Borghello, L. Borgonovi, S. Borowka, D. Bortoletto, D. Boscherini, M. Boscolo, S. Boselli, R. R. Bosley, F. Bossu, C. Botta, L. Bottura, R. Boughezal, D. Boutin, G. Bovone, I. Božović Jelisavc̆ić, A. Bozbey, C. Bozzi, D. Bozzini, V. Braccini, S. Braibant-Giacomelli, J. Bramante, P. Braun-Munzinger, J. A. Briffa, D. Britzger, S. J. Brodsky, J. J. Brooke, R. Bruce, P. Brückman De Renstrom, E. Bruna, O. Brüning, O. Brunner, K. Brunner, P. Bruzzone, X. Buffat, E. Bulyak, F. Burkart, H. Burkhardt, J.-P. Burnet, F. Butin, D. Buttazzo, A. Butterworth, M. Caccia, Y. Cai, B. Caiffi, V. Cairo, O. Cakir, R. Calaga, S. Calatroni, G. Calderini, G. Calderola, A. Caliskan, D. Calvet, M. Calviani, J. M. Camalich, P. Camarri, M. Campanelli, T. Camporesi, A. C. Canbay, A. Canepa, E. Cantergiani, D. Cantore-Cavalli, M. Capeans, R. Cardarelli, U. Cardella, A. Cardini, C. M. Carloni Calame, F. Carra, S. Carra, A. Carvalho, S. Casalbuoni, J. Casas, M. Cascella, P. Castelnovo, G. Castorina, G. Catalano, V. Cavasinni, E. Cazzato, E. Cennini, A. Cerri, F. Cerutti, J. Cervantes, I. Chaikovska, J. Chakrabortty, M. Chala, M. Chamizo-Llatas, H. Chanal, D. Chanal, S. Chance, A. Chancé, P. Charitos, J. Charles, T. K. Charles, S. Chattopadhyay, R. Chehab, S. V. Chekanov, N. Chen, A. Chernoded, V. Chetvertkova, L. Chevalier, G. Chiarelli, G. Chiarello, M. Chiesa, P. Chiggiato, J. T. Childers, A. Chmielińska, A. Cholakian, P. Chomaz, M. Chorowski, W. Chou, M. Chrzaszcz, E. Chyhyrynets, G. Cibinetto, A. K. Ciftci, R. Ciftci, R. Cimino, M. Ciuchini, P. J. Clark, Y. Coadou, M. Cobal, A. Coccaro, J. Cogan, E. Cogneras, F. Collamati, C. Colldelram, P. Collier, J. Collot, R. Contino, F. Conventi, C. T. A. Cook, L. Cooley, G. Corcella, A. S. Cornell, G. H. Corral, H. Correia-Rodrigues, F. Costanza, P. Costa Pinto, F. Couderc, J. Coupard, N. Craig, I. Crespo Garrido, A. Crivellin, J. F. Croteau, M. Crouch, E. Cruz Alaniz, B. Curé, J. Curti, D. Curtin, M. Czech, C. Dachauer, R. T. D’Agnolo, M. Daibo, A. Dainese, B. Dalena, A. Daljevec, W. Dallapiazza, L. D’Aloia Schwartzentruber, M. Dam, G. D’Ambrosio, S. P. Das, S. DasBakshi, W. da Silva, G. G. da Silveira, V. D’Auria, S. D’Auria, A. David, T. Davidek, A. Deandrea, J. de Blas, C. J. Debono, S. De Curtis, N. De Filippis, D. de Florian, S. Deghaye, S. J. de Jong, C. Del Bo, V. Del Duca, D. Delikaris, F. Deliot, A. Dell’Acqua, L. Delle Rose, M. Delmastro, E. De Lucia, M. Demarteau, D. Denegri, L. Deniau, D. Denisov, H. Denizli, A. Denner, D. d’Enterria, G. de Rijk, A. De Roeck, F. Derue, O. Deschamps, S. Descotes-Genon, P. S. B. Dev, J. B. de Vivie de Régie, R. K. Dewanjee, A. Di Ciaccio, A. Di Cicco, B. M. Dillon, B. Di Micco, P. Di Nezza, S. Di Vita, A. Doblhammer, A. Dominjon, M. D’Onofrio, F. Dordei, A. Drago, P. Draper, Z. Drasal, M. Drewes, L. Duarte, I. Dubovyk, P. Duda, A. Dudarev, L. Dudko, D. Duellmann, M. Dünser, T. du Pree, M. Durante, H. Duran Yildiz, S. Dutta, F. Duval, J. M. Duval, Ya. Dydyshka, B. Dziewit, S. Eisenhardt, M. Eisterer, T. Ekelof, D. El Khechen, S. A. Ellis, J. Ellis, J. A. Ellison, K. Elsener, M. Elsing, Y. Enari, C. Englert, H. Eriksson, K. J. Eskola, L. S. Esposito, O. Etisken, E. Etzion, P. Fabbricatore, A. Falkowski, A. Falou, J. Faltova, J. Fan, L. Fanò, A. Farilla, R. Farinelli, S. Farinon, D. A. Faroughy, S. D. Fartoukh, A. Faus-Golfe, W. J. Fawcett, G. Felici, L. Felsberger, C. Ferdeghini, A. M. Fernandez Navarro, A. Fernández-Téllez, J. Ferradas Troitino, G. Ferrara, R. Ferrari, L. Ferreira, P. Ferreira da Silva, G. Ferrera, F. Ferro, M. Fiascaris, S. Fiorendi, C. Fiorio, O. Fischer, E. Fischer, W. Flieger, M. Florio, D. Fonnesu, E. Fontanesi, N. Foppiani, K. Foraz, D. Forkel-Wirth, S. Forte, M. Fouaidy, D. Fournier, T. Fowler, J. Fox, P. Francavilla, R. Franceschini, S. Franchino, E. Franco, A. Freitas, B. Fuks, K. Furukawa, S. V. Furuseth, E. Gabrielli, A. Gaddi, M. Galanti, E. Gallo, S. Ganjour, Jia. Gao, Jie. Gao, V. Garcia Diaz, M. García Pérez, L. García Tabarés, C. Garion, M. V. Garzelli, I. Garzia, S. M. Gascon-Shotkin, G. Gaudio, P. Gay, S.-F. Ge, T. Gehrmann, M. H. Genest, R. Gerard, F. Gerigk, H. Gerwig, P. Giacomelli, S. Giagu, E. Gianfelice-Wendt, F. Gianotti, F. Giffoni, S. S. Gilardoni, M. Gil Costa, M. Giovannetti, M. Giovannozzi, P. Giubellino, G. F. Giudice, A. Giunta, L. K. Gladilin, S. Glukhov, J. Gluza, G. Gobbi, B. Goddard, F. Goertz, T. Golling, D. Gonçalves, V. P. Goncalves, R. Gonçalo, L. A. Gonzalez Gomez, S. Gorgi Zadeh, G. Gorine, E. Gorini, S. A. Gourlay, L. Gouskos, F. Grancagnolo, A. Grassellino, A. Grau, E. Graverini, H. M. Gray, Ma. Greco, Mi. Greco, J.-L. Grenard, O. Grimm, C. Grojean, V. A. Gromov, J. F. Grosse-Oetringhaus, A. Grudiev, K. Grzanka, J. Gu, D. Guadagnoli, V. Guidi, S. Guiducci, G. Guillermo Canton, Y. O. Günaydin, R. Gupta, R. S. Gupta, J. Gutierrez, J. Gutleber, C. Guyot, V. Guzey, C. Gwenlan, Ch. Haberstroh, B. Hacışahinoğlu, B. Haerer, K. Hahn, T. Hahn, A. Hammad, C. Han, M. Hance, A. Hannah, P. C. Harris, C. Hati, S. Haug, J. Hauptman, V. Haurylavets, H-J. He, A. Hegglin, B. Hegner, K. Heinemann, S. Heinemeyer, C. Helsens, Ana. Henriques, And. Henriques, P. Hernandez, R. J. Hernández-Pinto, J. Hernandez-Sanchez, T. Herzig, I. Hiekkanen, W. Hillert, T. Hoehn, M. Hofer, W. Höfle, F. Holdener, S. Holleis, B. Holzer, D. K. Hong, C. G. Honorato, S. C. Hopkins, J. Hrdinka, F. Hug, B. Humann, H. Humer, T. Hurth, A. Hutton, G. Iacobucci, N. Ibarrola, L. Iconomidou-Fayard, K. Ilyina-Brunner, J. Incandela, A. Infantino, V. Ippolito, M. Ishino, R. Islam, H. Ita, A. Ivanovs, S. Iwamoto, A. Iyer, S. Izquierdo Bermudez, S. Jadach, D. O. Jamin, P. Janot, P. Jarry, A. Jeff, P. Jenny, E. Jensen, M. Jensen, X. Jiang, J. M. Jiménez, M. A. Jones, O. R. Jones, J. M. Jowett, S. Jung, W. Kaabi, M. Kado, K. Kahle, L. Kalinovskaya, J. Kalinowski, J. F. Kamenik, K. Kannike, S. O. Kara, H. Karadeniz, V. Karaventzas, I. Karpov, S. Kartal, A. Karyukhin, V. Kashikhin, J. Katharina Behr, U. Kaya, J. Keintzel, P. A. Keinz, K. Keppel, R. Kersevan, K. Kershaw, H. Khanpour, S. Khatibi, M. Khatiri Yanehsari, V. V. Khoze, J. Kieseler, A. Kilic, A. Kilpinen, Y.-K. Kim, D. W. Kim, U. Klein, M. Klein, F. Kling, N. Klinkenberg, S. Klöppel, M. Klute, V. I. Klyukhin, M. Knecht, B. Kniehl, F. Kocak, C. Koeberl, A. M. Kolano, A. Kollegger, K. Kołodziej, A. A. Kolomiets, J. Komppula, I. Koop, P. Koppenburg, M. Koratzinos, M. Kordiaczyńska, M. Korjik, O. Kortner, P. Kostka, W. Kotlarski, C. Kotnig, T. Köttig, A. V. Kotwal, A. D. Kovalenko, S. Kowalski, J. Kozaczuk, G. A. Kozlov, S. S. Kozub, A. M. Krainer, T. Kramer, M. Krämer, M. Krammer, A. A. Krasnov, F. Krauss, K. Kravalis, L. Kretzschmar, R. M. Kriske, H. Kritscher, P. Krkotic, H. Kroha, M. Kucharczyk, S. Kuday, A. Kuendig, G. Kuhlmann, A. Kulesza, Mi. Kumar, Mu. Kumar, A. Kusina, S. Kuttimalai, M. Kuze, T. Kwon, F. Lackner, M. Lackner, E. La Francesca, M. Laine, G. Lamanna, S. La Mendola, E. Lançon, G. Landsberg, P. Langacker, C. Lange, A. Langner, A. J. Lankford, J. P. Lansberg, T. Lari, P. J. Laycock, P. Lebrun, A. Lechner, K. Lee, S. Lee, R. Lee, T. Lefevre, P. Le Guen, T. Lehtinen, S. B. Leith, P. Lenzi, E. Leogrande, C. Leonidopoulos, I. Leon-Monzon, G. Lerner, O. Leroy, T. Lesiak, P. Lévai, A. Leveratto, E. Levichev, G. Li, S. Li, R. Li, D. Liberati, M. Liepe, D. A. Lissauer, Z. Liu, A. Lobko, E. Locci, E. Logothetis Agaliotis, M. P. Lombardo, A. J. Long, C. Lorin, R. Losito, A. Louzguiti, I. Low, D. Lucchesi, M. T. Lucchini, A. Luciani, M. Lueckhof, A. J. G. Lunt, M. Luzum, D. A. Lyubimtsev, M. Maggiora, N. Magnin, M. A. Mahmoud, F. Mahmoudi, J. Maitre, V. Makarenko, A. Malagoli, J. Malclés, L. Malgeri, P. J. Mallon, F. Maltoni, S. Malvezzi, O. B. Malyshev, G. Mancinelli, P. Mandrik, P. Manfrinetti, M. Mangano, P. Manil, M. Mannelli, G. Marchiori, F. Marhauser, V. Mariani, V. Marinozzi, S. Mariotto, P. Marquard, C. Marquet, T. Marriott-Dodington, R. Martin, O. Martin, J. Martin Camalich, T. Martinez, H. Martinez Bruzual, M. I. Martínez-Hernández, D. E. Martins, S. Marzani, D. Marzocca, L. Marzola, S. Masciocchi, I. Masina, A. Massimiliano, A. Massironi, T. Masubuchi, V. A. Matveev, M. A. Mazzoni, M. McCullough, P. A. McIntosh, P. Meade, L. Medina, A. Meier, J. Meignan, B. Mele, J. G. Mendes Saraiva, F. Menez, M. Mentink, E. Meoni, P. Meridiani, M. Merk, P. Mermod, V. Mertens, L. Mether, E. Métral, M. Migliorati, A. Milanese, C. Milardi, G. Milhano, B. L. Militsyn, F. Millet, I. Minashvili, J. V. Minervini, L. S. Miralles, D. Mirarchi, S. Mishima, D. P. Missiaen, G. Mitselmakher, T. Mitsuhashi, J. Mnich, M. Mohammadi Najafabadi, R. N. Mohapatra, N. Mokhov, J. G. Molson, R. Monge, C. Montag, G. Montagna, S. Monteil, G. Montenero, E. Montesinos, F. Moortgat, N. Morange, G. Morello, M. Moreno Llácer, M. Moretti, S. Moretti, A. K. Morley, A. Moros, I. Morozov, V. Morretta, M. Morrone, A. Mostacci, S. Muanza, N. Muchnoi, M. Mühlegger, M. Mulder, M. Mulders, B. Müller, F. Müller, A.-S. Müller, J. Munilla, M. J. Murray, Y. Muttoni, S. Myers, M. Mylona, J. Nachtman, T. Nakamoto, M. Nardecchia, G. Nardini, P. Nason, Z. Nergiz, A. V. Nesterenko, A. Nettsträter, C. Neubüser, J. Neundorf, F. Niccoli, O. Nicrosini, Y. Nie, U. Niedermayer, J. Niedziela, A. Niemi, S. A. Nikitin, A. Nisati, J. M. No, M. Nonis, Y. Nosochkov, M. Novák, A. Novokhatski, J. M. O’Callaghan, C. Ochando, S. Ogur, K. Ohmi, K. Oide, V. A. Okorokov, Y. Okumura, C. Oleari, F. I. Olness, Y. Onel, M. Ortino, J. Osborne, P. Osland, T. Otto, K. Y. Oyulmaz, A. Ozansoy, V. Özcan, K. Özdemir, C. E. Pagliarone, H. F. Pais da Silva, E. Palmieri, L. Palumbo, A. Pampaloni, R.-Q. Pan, M. Panareo, O. Panella, G. Panico, G. Panizzo, A. A. Pankov, V. Pantsyrny, C. G. Papadopoulos, A. Papaefstathiou, Y. Papaphilippou, M. A. Parker, V. Parma, M. Pasquali, S. K. Patra, R. Patterson, H. Paukkunen, F. Pauss, S. Peggs, J.-P. Penttinen, G. Peón, E. E. Perepelkin, E. Perez, J. C. Perez, G. Perez, F. Pérez, E. Perez Codina, J. Perez Morales, M. Perfilov, H. Pernegger, M. Peruzzi, C. Pes, K. Peters, S. Petracca, F. Petriello, L. Pezzotti, S. Pfeiffer, F. Piccinini, T. Pieloni, M. Pierini, H. Pikhartova, G. Pikurs, E. Pilicer, P. Piminov, C. Pira, R. Pittau, W. Płaczek, M. Plagge, T. Plehn, M.-A. Pleier, M. Płoskoń, M. Podeur, H. Podlech, T. Podzorny, L. Poggioli, A. Poiron, G. Polesello, M. Poli Lener, A. Polini, J. Polinski, S. M. Polozov, L. Ponce, M. Pont, L. Pontecorvo, T. Portaluri, K. Potamianos, C. Prasse, M. Prausa, A. Preinerstorfer, E. Premat, T. Price, M. Primavera, F. Prino, M. Prioli, J. Proudfoot, A. Provino, T. Pugnat, N. Pukhaeva, S. Puławski, D. Pulikowski, G. Punzi, M. Putti, A. Pyarelal, H. Quack, M. Quispe, A. Racioppi, H. Rafique, V. Raginel, M. Raidal, N. S. Ramírez-Uribe, M. J. Ramsey-Musolf, R. Rata, P. Ratoff, F. Ravotti, P. Rebello Teles, M. Reboud, S. Redaelli, E. Renner, A. E. Rentería-Olivo, M. Rescigno, J. Reuter, A. Ribon, A. M. Ricci, W. Riegler, S. Riemann, B. Riemann, T. Riemann, J. M. Rifflet, R. A. Rimmer, R. Rinaldesi, L. Rinolfi, O. Rios Rubiras, T. Risselada, A. Rivetti, L. Rivkin, T. Rizzo, T. Robens, F. Robert, A. J. Robson, E. Rochepault, C. Roda, G. Rodrigo, M. Rodríguez-Cahuantzi, C. Rogan, M. Roig, S. Rojas-Torres, J. Rojo, G. Rolandi, G. Rolando, P. Roloff, A. Romanenko, A. Romanov, F. Roncarolo, A. Rosado Sanchez, G. Rosaz, L. Rossi, A. Rossi, R. Rossmanith, B. Rousset, C. Royon, X. Ruan, I. Ruehl, V. Ruhlmann-Kleider, R. Ruiz, L. Rumyantsev, R. Ruprecht, A. I. Ryazanov, A. Saba, R. Sadykov, D. Saez de Jauregui, M. Sahin, B. Sailer, M. Saito, F. Sala, G. P. Salam, J. Salfeld-Nebgen, C. A. Salgado, S. Salini, J. M. Sallese, T. Salmi, A. Salzburger, O. A. Sampayo, S. Sanfilippo, J. Santiago, E. Santopinto, R. Santoro, A. Sanz Ull, X. Sarasola, I. H. Sarpün, M. Sauvain, S. Savelyeva, R. Sawada, G. F. R. Sborlini, A. Schaffer, M. Schaumann, M. Schenk, C. Scheuerlein, I. Schienbein, K. Schlenga, H. Schmickler, R. Schmidt, D. Schoerling, A. Schoning, T. Schörner-Sadenius, M. Schott, D. Schulte, P. Schwaller, C. Schwanenberger, P. Schwemling, N. Schwerg, L. Scibile, A. Sciuto, E. Scomparin, C. Sebastiani, B. Seeber, M. Segreti, P. Selva, M. Selvaggi, C. Senatore, A. Senol, L. Serin, M. Serluca, N. Serra, A. Seryi, L. Sestini, A. Sfyrla, M. Shaposhnikov, E. Shaposhnikova, B. Yu. Sharkov, D. Shatilov, J. Shelton, V. Shiltsev, I. P. Shipsey, G. D. Shirkov, A. Shivaji, D. Shwartz, T. Sian, S. Sidorov, A. Siemko, L. Silvestrini, N. Simand, F. Simon, B. K. Singh, A. Siódmok, Y. Sirois, E. Sirtori, R. Sirvinskaite, B. Sitar, T. Sjöstrand, P. Skands, E. Skordis, K. Skovpen, M. Skrzypek, E. Slade, P. Slavich, R. Slovak, V. Smaluk, V. Smirnov, W. Snoeys, L. Soffi, P. Sollander, O. Solovyanov, H. K. Soltveit, H. Song, P. Sopicki, M. Sorbi, L. Spallino, M. Spannowsky, B. Spataro, P. Sphicas, H. Spiesberger, P. Spiller, M. Spira, T. Srivastava, J. Stachel, A. Stakia, J. L. Stanyard, E. Starchenko, A. Yu. Starikov, A. M. Staśto, M. Statera, R. Steerenberg, J. Steggemann, A. Stenvall, F. Stivanello, D. Stöckinger, L. S. Stoel, M. Stöger-Pollach, B. Strauss, M. Stuart, G. Stupakov, S. Su, A. Sublet, K. Sugita, L. Sulak, M. K. Sullivan, S. Sultansoy, T. Sumida, K. Suzuki, G. Sylva, M. J. Syphers, A. Sznajder, M. Taborelli, N. A. Tahir, E. Tal Hod, M. Takeuchi, C. Tambasco, J. Tanaka, K. Tang, I. Tapan, S. Taroni, G. F. Tartarelli, G. Tassielli, L. Tavian, T. M. Taylor, G. N. Taylor, A. M. Teixeira, G. Tejeda-Muñoz, V. I. Telnov, R. Tenchini, H. H. J. ten Kate, K. Terashi, A. Tesi, M. Testa, C. Tetrel, D. Teytelman, J. Thaler, A. Thamm, S. Thomas, M. T. Tiirakari, V. Tikhomirov, D. Tikhonov, H. Timko, V. Tisserand, L. M. Tkachenko, J. Tkaczuk, J. Ph. Tock, B. Todd, E. Todesco, R. Tomás Garcia, D. Tommasini, G. Tonelli, F. Toral, T. Torims, R. Torre, Z. Townsend, R. Trant, D. Treille, L. Trentadue, A. Tricoli, A. Tricomi, W. Trischuk, I. S. Tropin, B. Tuchming, A. A. Tudora, B. Turbiarz, I. Turk Cakir, M. Turri, T. Tydecks, J. Usovitsch, J. Uythoven, R. Vaglio, A. Valassi, F. Valchkova, M. A. Valdivia Garcia, P. Valente, R. U. Valente, A.-M. Valente-Feliciano, G. Valentino, L. Vale Silva, J. M. Valet, R. Valizadeh, J. W. F. Valle, S. Vallecorsa, G. Vallone, M. van Leeuwen, U. H. van Rienen, L. van Riesen-Haupt, M. Varasteh, L. Vecchi, P. Vedrine, G. Velev, R. Veness, A. Ventura, W. Venturini Delsolaro, M. Verducci, C. B. Verhaaren, C. Vernieri, A. P. Verweij, O. Verwilligen, O. Viazlo, A. Vicini, G. Viehhauser, N. Vignaroli, M. Vignolo, A. Vitrano, I. Vivarelli, S. Vlachos, M. Vogel, D. M. Vogt, V. Völkl, P. Volkov, G. Volpini, J. von Ahnen, G. Vorotnikov, G. G. Voutsinas, V. Vysotsky, U. Wagner, R. Wallny, L.-T. Wang, R. Wang, K. Wang, B. F. L. Ward, T. P. Watson, N. K. Watson, Z. Wa̧s, C. Weiland, S. Weinzierl, C. P. Welsch, J. Wenninger, M. Widorski, U. A. Wiedemann, H.-U. Wienands, G. Wilkinson, P. H. Williams, A. Winter, A. Wohlfahrt, T. Wojtoń, D. Wollmann, J. Womersley, D. Woog, X. Wu, A. Wulzer, M. K. Yanehsari, G. Yang, H. J. Yang, W.-M. Yao, E. Yazgan, V. Yermolchik, Ay. Yilmaz, Al. Yilmaz, H.-D. Yoo, S. A. Yost, T. You, C. Young, T.-T. Yu, F. Yu, A. Zaborowska, S. G. Zadeh, M. Zahnd, M. Zanetti, L. Zanotto, L. Zawiejski, P. Zeiler, M. Zerlauth, S. M. Zernov, G. Zevi Dell Porta, Z. Zhang, Y. Zhang, C. Zhang, H. Zhang, Z. Zhao, Y.-M. Zhong, J. Zhou, D. Zhou, P. Zhuang, G. Zick, F. Zimmermann, J. Zinn-Justin, L. Zivkovic, A. V. Zlobin, M. Zobov, J. Zupan, J. Zurita, and The FCC Collaboration

Subjects
Astrophysics, QB460-466, Nuclear and particle physics. Atomic energy. Radioactivity, QC770-798
Abstract

Abstract We review the physics opportunities of the Future Circular Collider, covering its e+e-, pp, ep and heavy ion programmes. We describe the measurement capabilities of each FCC component, addressing the study of electroweak, Higgs and strong interactions, the top quark and flavour, as well as phenomena beyond the Standard Model. We highlight the synergy and complementarity of the different colliders, which will contribute to a uniquely coherent and ambitious research programme, providing an unmatchable combination of precision and sensitivity to new physics.

Published
2019
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16. Crossing the Cleft: Communication Challenges Between Neuroscience and Artificial Intelligence

Author

Frances S. Chance, James B. Aimone, Srideep S. Musuvathy, Michael R. Smith, Craig M. Vineyard, and Felix Wang

Subjects
artificial intelligence, neural-inspired algorithms, neuromorphic, deep learning, artificial neural network, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Abstract

Historically, neuroscience principles have heavily influenced artificial intelligence (AI), for example the influence of the perceptron model, essentially a simple model of a biological neuron, on artificial neural networks. More recently, notable recent AI advances, for example the growing popularity of reinforcement learning, often appear more aligned with cognitive neuroscience or psychology, focusing on function at a relatively abstract level. At the same time, neuroscience stands poised to enter a new era of large-scale high-resolution data and appears more focused on underlying neural mechanisms or architectures that can, at times, seem rather removed from functional descriptions. While this might seem to foretell a new generation of AI approaches arising from a deeper exploration of neuroscience specifically for AI, the most direct path for achieving this is unclear. Here we discuss cultural differences between the two fields, including divergent priorities that should be considered when leveraging modern-day neuroscience for AI. For example, the two fields feed two very different applications that at times require potentially conflicting perspectives. We highlight small but significant cultural shifts that we feel would greatly facilitate increased synergy between the two fields.

Published
2020
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17. Measurement of the total cross section from elastic scattering in pp collisions at s=7 TeV with the ATLAS detector

Author

G. Aad, B. Abbott, J. Abdallah, S. Abdel Khalek, O. Abdinov, R. Aben, B. Abi, M. Abolins, O.S. AbouZeid, H. Abramowicz, H. Abreu, R. Abreu, Y. Abulaiti, B.S. Acharya, L. Adamczyk, D.L. Adams, J. Adelman, S. Adomeit, T. Adye, T. Agatonovic-Jovin, J.A. Aguilar-Saavedra, M. Agustoni, S.P. Ahlen, F. Ahmadov, G. Aielli, H. Akerstedt, T.P.A. Åkesson, G. Akimoto, A.V. Akimov, G.L. Alberghi, J. Albert, S. Albrand, M.J. Alconada Verzini, M. Aleksa, I.N. Aleksandrov, C. Alexa, G. Alexander, G. Alexandre, T. Alexopoulos, M. Alhroob, G. Alimonti, L. Alio, J. Alison, B.M.M. Allbrooke, L.J. Allison, P.P. Allport, J. Almond, A. Aloisio, A. Alonso, F. Alonso, C. Alpigiani, A. Altheimer, B. Alvarez Gonzalez, M.G. Alviggi, K. Amako, Y. Amaral Coutinho, C. Amelung, D. Amidei, S.P. Amor Dos Santos, A. Amorim, S. Amoroso, N. Amram, G. Amundsen, C. Anastopoulos, L.S. Ancu, N. Andari, T. Andeen, C.F. Anders, G. Anders, K.J. Anderson, A. Andreazza, V. Andrei, X.S. Anduaga, S. Angelidakis, I. Angelozzi, P. Anger, A. Angerami, F. Anghinolfi, A.V. Anisenkov, N. Anjos, A. Annovi, A. Antonaki, M. Antonelli, A. Antonov, J. Antos, F. Anulli, M. Aoki, L. Aperio Bella, R. Apolle, G. Arabidze, I. Aracena, Y. Arai, J.P. Araque, A.T.H. Arce, J-F. Arguin, S. Argyropoulos, M. Arik, A.J. Armbruster, O. Arnaez, V. Arnal, H. Arnold, M. Arratia, O. Arslan, A. Artamonov, G. Artoni, S. Asai, N. Asbah, A. Ashkenazi, B. Åsman, L. Asquith, K. Assamagan, R. Astalos, M. Atkinson, N.B. Atlay, B. Auerbach, K. Augsten, M. Aurousseau, G. Avolio, G. Azuelos, Y. Azuma, M.A. Baak, A.E. Baas, C. Bacci, H. Bachacou, K. Bachas, M. Backes, M. Backhaus, J. Backus Mayes, E. Badescu, P. Bagiacchi, P. Bagnaia, Y. Bai, T. Bain, J.T. Baines, O.K. Baker, P. Balek, F. Balli, E. Banas, Sw. Banerjee, A.A.E. Bannoura, V. Bansal, H.S. Bansil, L. Barak, S.P. Baranov, E.L. Barberio, D. Barberis, M. Barbero, T. Barillari, M. Barisonzi, T. Barklow, N. Barlow, B.M. Barnett, R.M. Barnett, Z. Barnovska, A. Baroncelli, G. Barone, A.J. Barr, F. Barreiro, J. Barreiro Guimarães da Costa, R. Bartoldus, A.E. Barton, P. Bartos, V. Bartsch, A. Bassalat, A. Basye, R.L. Bates, J.R. Batley, M. Battaglia, M. Battistin, F. Bauer, H.S. Bawa, M.D. Beattie, T. Beau, P.H. Beauchemin, R. Beccherle, P. Bechtle, H.P. Beck, K. Becker, S. Becker, M. Beckingham, C. Becot, A.J. Beddall, A. Beddall, S. Bedikian, V.A. Bednyakov, C.P. Bee, L.J. Beemster, T.A. Beermann, M. Begel, K. Behr, C. Belanger-Champagne, P.J. Bell, W.H. Bell, G. Bella, L. Bellagamba, A. Bellerive, M. Bellomo, K. Belotskiy, O. Beltramello, O. Benary, D. Benchekroun, K. Bendtz, N. Benekos, Y. Benhammou, E. Benhar Noccioli, J.A. Benitez Garcia, D.P. Benjamin, J.R. Bensinger, K. Benslama, S. Bentvelsen, D. Berge, E. Bergeaas Kuutmann, N. Berger, F. Berghaus, J. Beringer, C. Bernard, P. Bernat, C. Bernius, F.U. Bernlochner, T. Berry, P. Berta, C. Bertella, G. Bertoli, F. Bertolucci, C. Bertsche, D. Bertsche, M.I. Besana, G.J. Besjes, O. Bessidskaia, M. Bessner, N. Besson, C. Betancourt, S. Bethke, W. Bhimji, R.M. Bianchi, L. Bianchini, M. Bianco, O. Biebel, S.P. Bieniek, K. Bierwagen, J. Biesiada, M. Biglietti, J. Bilbao De Mendizabal, H. Bilokon, M. Bindi, S. Binet, A. Bingul, C. Bini, C.W. Black, J.E. Black, K.M. Black, D. Blackburn, R.E. Blair, J.-B. Blanchard, T. Blazek, I. Bloch, C. Blocker, W. Blum, U. Blumenschein, G.J. Bobbink, V.S. Bobrovnikov, S.S. Bocchetta, A. Bocci, C. Bock, C.R. Boddy, M. Boehler, T.T. Boek, J.A. Bogaerts, A.G. Bogdanchikov, A. Bogouch, C. Bohm, J. Bohm, V. Boisvert, T. Bold, V. Boldea, A.S. Boldyrev, M. Bomben, M. Bona, M. Boonekamp, A. Borisov, G. Borissov, M. Borri, S. Borroni, J. Bortfeldt, V. Bortolotto, K. Bos, D. Boscherini, M. Bosman, H. Boterenbrood, J. Boudreau, J. Bouffard, E.V. Bouhova-Thacker, D. Boumediene, C. Bourdarios, N. Bousson, S. Boutouil, A. Boveia, J. Boyd, I.R. Boyko, I. Bozic, J. Bracinik, A. Brandt, G. Brandt, O. Brandt, U. Bratzler, B. Brau, J.E. Brau, H.M. Braun, S.F. Brazzale, B. Brelier, K. Brendlinger, A.J. Brennan, R. Brenner, S. Bressler, K. Bristow, T.M. Bristow, D. Britton, F.M. Brochu, I. Brock, R. Brock, C. Bromberg, J. Bronner, G. Brooijmans, T. Brooks, W.K. Brooks, J. Brosamer, E. Brost, J. Brown, P.A. Bruckman de Renstrom, D. Bruncko, R. Bruneliere, S. Brunet, A. Bruni, G. Bruni, M. Bruschi, L. Bryngemark, T. Buanes, Q. Buat, F. Bucci, P. Buchholz, R.M. Buckingham, A.G. Buckley, S.I. Buda, I.A. Budagov, F. Buehrer, L. Bugge, M.K. Bugge, O. Bulekov, A.C. Bundock, H. Burckhart, S. Burdin, B. Burghgrave, S. Burke, I. Burmeister, E. Busato, D. Büscher, V. Büscher, P. Bussey, C.P. Buszello, B. Butler, J.M. Butler, A.I. Butt, C.M. Buttar, J.M. Butterworth, P. Butti, W. Buttinger, A. Buzatu, M. Byszewski, S. Cabrera Urbán, D. Caforio, O. Cakir, P. Calafiura, A. Calandri, G. Calderini, P. Calfayan, R. Calkins, L.P. Caloba, D. Calvet, S. Calvet, R. Camacho Toro, S. Camarda, D. Cameron, L.M. Caminada, R. Caminal Armadans, S. Campana, M. Campanelli, A. Campoverde, V. Canale, A. Canepa, M. Cano Bret, J. Cantero, R. Cantrill, T. Cao, M.D.M. Capeans Garrido, I. Caprini, M. Caprini, M. Capua, R. Caputo, R. Cardarelli, T. Carli, G. Carlino, L. Carminati, S. Caron, E. Carquin, G.D. Carrillo-Montoya, J.R. Carter, J. Carvalho, D. Casadei, M.P. Casado, M. Casolino, E. Castaneda-Miranda, A. Castelli, V. Castillo Gimenez, N.F. Castro, P. Catastini, A. Catinaccio, J.R. Catmore, A. Cattai, G. Cattani, J. Caudron, V. Cavaliere, D. Cavalli, M. Cavalli-Sforza, V. Cavasinni, F. Ceradini, B.C. Cerio, K. Cerny, A.S. Cerqueira, A. Cerri, L. Cerrito, F. Cerutti, M. Cerv, A. Cervelli, S.A. Cetin, A. Chafaq, D. Chakraborty, I. Chalupkova, S. Chance, P. Chang, B. Chapleau, J.D. Chapman, D. Charfeddine, D.G. Charlton, C.C. Chau, C.A. Chavez Barajas, S. Cheatham, A. Chegwidden, S. Chekanov, S.V. Chekulaev, G.A. Chelkov, M.A. Chelstowska, C. Chen, H. Chen, K. Chen, L. Chen, S. Chen, X. Chen, Y. Chen, H.C. Cheng, Y. Cheng, A. Cheplakov, R. Cherkaoui El Moursli, V. Chernyatin, E. Cheu, L. Chevalier, V. Chiarella, G. Chiefari, J.T. Childers, A. Chilingarov, G. Chiodini, A.S. Chisholm, R.T. Chislett, A. Chitan, M.V. Chizhov, S. Chouridou, B.K.B. Chow, D. Chromek-Burckhart, M.L. Chu, J. Chudoba, J.J. Chwastowski, L. Chytka, G. Ciapetti, A.K. Ciftci, R. Ciftci, D. Cinca, V. Cindro, A. Ciocio, P. Cirkovic, Z.H. Citron, M. Citterio, M. Ciubancan, A. Clark, P.J. Clark, R.N. Clarke, W. Cleland, J.C. Clemens, C. Clement, Y. Coadou, M. Cobal, A. Coccaro, J. Cochran, L. Coffey, J.G. Cogan, J. Coggeshall, B. Cole, S. Cole, A.P. Colijn, J. Collot, T. Colombo, G. Colon, G. Compostella, P. Conde Muiño, E. Coniavitis, M.C. Conidi, S.H. Connell, I.A. Connelly, S.M. Consonni, V. Consorti, S. Constantinescu, C. Conta, G. Conti, F. Conventi, M. Cooke, B.D. Cooper, A.M. Cooper-Sarkar, N.J. Cooper-Smith, K. Copic, T. Cornelissen, M. Corradi, F. Corriveau, A. Corso-Radu, A. Cortes-Gonzalez, G. Cortiana, G. Costa, M.J. Costa, D. Costanzo, D. Côté, G. Cottin, G. Cowan, B.E. Cox, K. Cranmer, G. Cree, S. Crépé-Renaudin, F. Crescioli, W.A. Cribbs, M. Crispin Ortuzar, M. Cristinziani, V. Croft, G. Crosetti, C.-M. Cuciuc, T. Cuhadar Donszelmann, J. Cummings, M. Curatolo, C. Cuthbert, H. Czirr, P. Czodrowski, Z. Czyczula, S. D'Auria, M. D'Onofrio, M.J. Da Cunha Sargedas De Sousa, C. Da Via, W. Dabrowski, A. Dafinca, T. Dai, O. Dale, F. Dallaire, C. Dallapiccola, M. Dam, A.C. Daniells, M. Dano Hoffmann, V. Dao, G. Darbo, S. Darmora, J. Dassoulas, A. Dattagupta, W. Davey, C. David, T. Davidek, E. Davies, M. Davies, O. Davignon, A.R. Davison, P. Davison, Y. Davygora, E. Dawe, I. Dawson, R.K. Daya-Ishmukhametova, K. De, R. de Asmundis, S. De Castro, S. De Cecco, N. De Groot, P. de Jong, H. De la Torre, F. De Lorenzi, L. De Nooij, D. De Pedis, A. De Salvo, U. De Sanctis, A. De Santo, J.B. De Vivie De Regie, W.J. Dearnaley, R. Debbe, C. Debenedetti, B. Dechenaux, D.V. Dedovich, I. Deigaard, J. Del Peso, T. Del Prete, F. Deliot, C.M. 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Stelzer-Chilton, H. Stenzel, S. Stern, G.A. Stewart, J.A. Stillings, M.C. Stockton, M. Stoebe, G. Stoicea, P. Stolte, S. Stonjek, A.R. Stradling, A. Straessner, M.E. Stramaglia, J. Strandberg, S. Strandberg, A. Strandlie, E. Strauss, M. Strauss, P. Strizenec, R. Ströhmer, D.M. Strom, R. Stroynowski, A. Strubig, S.A. Stucci, B. Stugu, N.A. Styles, D. Su, J. Su, R. Subramaniam, A. Succurro, Y. Sugaya, C. Suhr, M. Suk, V.V. Sulin, S. Sultansoy, T. Sumida, S. Sun, X. Sun, J.E. Sundermann, K. Suruliz, G. Susinno, M.R. Sutton, Y. Suzuki, M. Svatos, S. Swedish, M. Swiatlowski, I. Sykora, T. Sykora, D. Ta, C. Taccini, K. Tackmann, J. Taenzer, A. Taffard, R. Tafirout, N. Taiblum, H. Takai, R. Takashima, H. Takeda, T. Takeshita, Y. Takubo, M. Talby, A.A. Talyshev, J.Y.C. Tam, K.G. Tan, J. Tanaka, R. Tanaka, S. Tanaka, A.J. Tanasijczuk, B.B. Tannenwald, N. Tannoury, S. Tapprogge, S. Tarem, F. Tarrade, G.F. Tartarelli, P. Tas, M. Tasevsky, T. Tashiro, E. Tassi, A. Tavares Delgado, Y. Tayalati, F.E. Taylor, G.N. Taylor, W. Taylor, F.A. Teischinger, M. Teixeira Dias Castanheira, P. Teixeira-Dias, K.K. Temming, H. Ten Kate, P.K. Teng, J.J. Teoh, S. Terada, K. Terashi, J. Terron, S. Terzo, M. Testa, R.J. Teuscher, J. Therhaag, T. Theveneaux-Pelzer, J.P. Thomas, J. Thomas-Wilsker, E.N. Thompson, P.D. Thompson, R.J. Thompson, A.S. Thompson, L.A. Thomsen, E. Thomson, M. Thomson, W.M. Thong, R.P. Thun, F. Tian, M.J. Tibbetts, V.O. Tikhomirov, Yu.A. Tikhonov, S. Timoshenko, E. Tiouchichine, P. Tipton, S. Tisserant, T. Todorov, S. Todorova-Nova, B. Toggerson, J. Tojo, S. Tokár, K. Tokushuku, K. Tollefson, E. Tolley, L. Tomlinson, M. Tomoto, L. Tompkins, K. Toms, N.D. Topilin, E. Torrence, H. Torres, E. Torró Pastor, J. Toth, F. Touchard, D.R. Tovey, H.L. Tran, T. Trefzger, L. Tremblet, A. Tricoli, I.M. Trigger, S. Trincaz-Duvoid, M.F. Tripiana, W. Trischuk, B. Trocmé, C. Troncon, M. Trottier-McDonald, M. Trovatelli, P. True, M. Trzebinski, A. Trzupek, C. Tsarouchas, J.C-L. Tseng, P.V. Tsiareshka, D. Tsionou, G. Tsipolitis, N. Tsirintanis, S. Tsiskaridze, V. Tsiskaridze, E.G. Tskhadadze, I.I. Tsukerman, V. Tsulaia, S. Tsuno, D. Tsybychev, A. Tudorache, V. Tudorache, A.N. Tuna, S.A. Tupputi, S. Turchikhin, D. Turecek, I. Turk Cakir, R. Turra, P.M. Tuts, A. Tykhonov, M. Tylmad, M. Tyndel, K. Uchida, I. Ueda, R. Ueno, M. Ughetto, M. Ugland, M. Uhlenbrock, F. Ukegawa, G. Unal, A. Undrus, G. Unel, F.C. Ungaro, Y. Unno, C. Unverdorben, D. Urbaniec, P. Urquijo, G. Usai, A. Usanova, L. Vacavant, V. Vacek, B. Vachon, N. Valencic, S. Valentinetti, A. Valero, L. Valery, S. Valkar, E. Valladolid Gallego, S. Vallecorsa, J.A. Valls Ferrer, W. Van Den Wollenberg, P.C. Van Der Deijl, R. van der Geer, H. van der Graaf, R. Van Der Leeuw, D. van der Ster, N. van Eldik, P. van Gemmeren, J. Van Nieuwkoop, I. van Vulpen, M.C. van Woerden, M. Vanadia, W. Vandelli, R. Vanguri, A. Vaniachine, P. Vankov, F. Vannucci, G. Vardanyan, R. Vari, E.W. Varnes, T. Varol, D. Varouchas, A. Vartapetian, K.E. Varvell, F. Vazeille, T. Vazquez Schroeder, J. Veatch, F. Veloso, T. Velz, S. Veneziano, A. Ventura, D. Ventura, M. Venturi, N. Venturi, A. Venturini, V. Vercesi, M. Verducci, W. Verkerke, J.C. Vermeulen, A. Vest, M.C. Vetterli, O. Viazlo, I. Vichou, T. Vickey, O.E. Vickey Boeriu, G.H.A. Viehhauser, S. Viel, R. Vigne, M. Villa, M. Villaplana Perez, E. Vilucchi, M.G. Vincter, V.B. Vinogradov, J. Virzi, I. Vivarelli, F. Vives Vaque, S. Vlachos, D. Vladoiu, M. Vlasak, A. Vogel, M. Vogel, P. Vokac, G. Volpi, M. Volpi, H. von der Schmitt, H. von Radziewski, E. von Toerne, V. Vorobel, K. Vorobev, M. Vos, R. Voss, J.H. Vossebeld, N. Vranjes, M. Vranjes Milosavljevic, V. Vrba, M. Vreeswijk, T. Vu Anh, R. Vuillermet, I. Vukotic, Z. Vykydal, P. Wagner, W. Wagner, H. Wahlberg, S. Wahrmund, J. Wakabayashi, J. Walder, R. Walker, W. Walkowiak, R. Wall, P. Waller, B. Walsh, C. Wang, F. Wang, H. Wang, J. Wang, K. Wang, R. Wang, S.M. Wang, T. Wang, X. Wang, C. Wanotayaroj, A. 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Xu, B. Yabsley, S. Yacoob, R. Yakabe, M. Yamada, H. Yamaguchi, Y. Yamaguchi, A. Yamamoto, K. Yamamoto, S. Yamamoto, T. Yamamura, T. Yamanaka, K. Yamauchi, Y. Yamazaki, Z. Yan, H. Yang, U.K. Yang, Y. Yang, S. Yanush, L. Yao, W-M. Yao, Y. Yasu, E. Yatsenko, K.H. Yau Wong, J. Ye, S. Ye, I. Yeletskikh, A.L. Yen, E. Yildirim, M. Yilmaz, R. Yoosoofmiya, K. Yorita, R. Yoshida, K. Yoshihara, C. Young, C.J.S. Young, S. Youssef, D.R. Yu, J. Yu, J.M. Yu, L. Yuan, A. Yurkewicz, I. Yusuff, B. Zabinski, R. Zaidan, A.M. Zaitsev, A. Zaman, S. Zambito, L. Zanello, D. Zanzi, C. Zeitnitz, M. Zeman, A. Zemla, K. Zengel, O. Zenin, T. Ženiš, D. Zerwas, G. Zevi della Porta, D. Zhang, F. Zhang, H. Zhang, J. Zhang, L. Zhang, X. Zhang, Z. Zhang, Z. Zhao, A. Zhemchugov, J. Zhong, B. Zhou, L. Zhou, N. Zhou, C.G. Zhu, H. Zhu, J. Zhu, Y. Zhu, X. Zhuang, K. Zhukov, A. Zibell, D. Zieminska, N.I. Zimine, C. Zimmermann, R. Zimmermann, S. Zimmermann, Z. Zinonos, M. Ziolkowski, G. Zobernig, A. Zoccoli, M. zur Nedden, G. Zurzolo, V. Zutshi, and L. Zwalinski

Subjects
Nuclear and particle physics. Atomic energy. Radioactivity, QC770-798
Abstract

A measurement of the total pp cross section at the LHC at s=7 TeV is presented. In a special run with high-β⋆ beam optics, an integrated luminosity of 80 μb−1 was accumulated in order to measure the differential elastic cross section as a function of the Mandelstam momentum transfer variable t. The measurement is performed with the ALFA sub-detector of ATLAS. Using a fit to the differential elastic cross section in the |t| range from 0.01 GeV2 to 0.1 GeV2 to extrapolate to |t|→0, the total cross section, σtot(pp→X), is measured via the optical theorem to be: σtot(pp→X)=95.35±0.38(stat.)±1.25(exp.)±0.37(extr.)mb, where the first error is statistical, the second accounts for all experimental systematic uncertainties and the last is related to uncertainties in the extrapolation to |t|→0. In addition, the slope of the elastic cross section at small |t| is determined to be B=19.73±0.14(stat.)±0.26(syst.) GeV−2.

Published
2014
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18. A Biologically Inspired Approach to Interception

Author

Frances S. Chance

Subjects
Electrical and Electronic Engineering, Safety, Risk, Reliability and Quality
Abstract

This article presents a control model that may have application to automated wafer-level die testing and characterization. Mimicking the behavior of a dragonfly in pursuit of prey, the model implements a form of proportional navigation that optimizes interception trajectories based on feedforward error signals derived from image data.

Published
2020
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24. A framework for rigorous evaluation of human performance in human and machine learning comparison studies

Author

Hannah P, Cowley, Mandy, Natter, Karla, Gray-Roncal, Rebecca E, Rhodes, Erik C, Johnson, Nathan, Drenkow, Timothy M, Shead, Frances S, Chance, Brock, Wester, and William, Gray-Roncal

Subjects
Machine Learning, Artificial Intelligence, Humans, Reproducibility of Results, Algorithms
Abstract

Rigorous comparisons of human and machine learning algorithm performance on the same task help to support accurate claims about algorithm success rates and advances understanding of their performance relative to that of human performers. In turn, these comparisons are critical for supporting advances in artificial intelligence. However, the machine learning community has lacked a standardized, consensus framework for performing the evaluations of human performance necessary for comparison. We demonstrate common pitfalls in a designing the human performance evaluation and propose a framework for the evaluation of human performance, illustrating guiding principles for a successful comparison. These principles are first, to design the human evaluation with an understanding of the differences between human and algorithm cognition; second, to match trials between human participants and the algorithm evaluation, and third, to employ best practices for psychology research studies, such as the collection and analysis of supplementary and subjective data and adhering to ethical review protocols. We demonstrate our framework's utility for designing a study to evaluate human performance on a one-shot learning task. Adoption of this common framework may provide a standard approach to evaluate algorithm performance and aid in the reproducibility of comparisons between human and machine learning algorithm performance.

Published
2021

26. Crossing the Cleft: Communication Challenges Between Neuroscience and Artificial Intelligence

Author

Felix Wang, Craig M. Vineyard, Srideep Musuvathy, Michael R. Smith, Frances S. Chance, and James B. Aimone

Subjects
0301 basic medicine, Computer science, Mini Review, media_common.quotation_subject, Neuroscience (miscellaneous), neuromorphic, Cognitive neuroscience, lcsh:RC321-571, 03 medical and health sciences, Cellular and Molecular Neuroscience, 0302 clinical medicine, Cultural diversity, Reinforcement learning, Function (engineering), lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, neural-inspired algorithms, media_common, Artificial neural network, business.industry, Deep learning, deep learning, artificial intelligence, Perceptron, Popularity, 030104 developmental biology, Artificial intelligence, business, Neuroscience, artificial neural network, 030217 neurology & neurosurgery
Abstract

Historically, neuroscience principles have heavily influenced artificial intelligence (AI), for example the influence of the perceptron model, essentially a simple model of a biological neuron, on artificial neural networks. More recently, notable recent AI advances, for example the growing popularity of reinforcement learning, often appear more aligned with cognitive neuroscience or psychology, focusing on function at a relatively abstract level. At the same time, neuroscience stands poised to enter a new era of large-scale high-resolution data and appears more focused on underlying neural mechanisms or architectures that can, at times, seem rather removed from functional descriptions. While this might seem to foretell a new generation of AI approaches arising from a deeper exploration of neuroscience specifically for AI, the most direct path for achieving this is unclear. Here we discuss cultural differences between the two fields, including divergent priorities that should be considered when leveraging modern-day neuroscience for AI. For example, the two fields feed two very different applications that at times require potentially conflicting perspectives. We highlight small but significant cultural shifts that we feel would greatly facilitate increased synergy between the two fields.

Published
2020
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27. HE-LHC: The High-Energy Large Hadron Collider Future Circular Collider Conceptual Design Report Volume 4

Author

Pushpalatha C Bhat, B. Seeber, C. Pagliarone, Marco Statera, Victor P. Goncalves, Daria Astapovych, W. Bartmann, S. Iwamoto, M. Mentink, Alessandro Tricoli, E. R. Bielert, Laurent Chevalier, Patrick Koppenburg, Marco Calviani, C. Montag, P. Spiller, Jan Uythoven, P. Di Nezza, G. Guillermo Canton, B. Sailer, Markus Elsing, Sara Khatibi, Luca Vecchi, Luigi Palumbo, J. P. Penttinen, T. Podzorny, Maneesh Kumar, J. M. Rifflet, C. Kotnig, Jean Zinn-Justin, Christopher B. Verhaaren, A. Chernoded, Alessandro Bertarelli, L. M. Tkachenko, C. Koeberl, P. J. Mallon, M. Takeuchi, W. Venturini Delsolaro, G. Lamanna, S. Weinzierl, J. Gao, W. Kaabi, David D'Enterria, D. Barna, Paolo Castelnovo, Rajat Gupta, Oliver Boine-Frankenheim, Adarsh Pyarelal, Andreas Salzburger, Tessa Charles, M.E. Biagini, O. Panella, M. Stuart, A. Kollegger, V. Garcia Diaz, Olcay Bolukbasi, Maurizio Pierini, H. Aksakal, Tord Riemann, Abhishek M. Iyer, V. Shiltsev, D. Buttazzo, J. Blümlein, Prateek Agrawal, L. Sestini, Martin Bauer, Felicitas Pauss, S. Fiorendi, F. Bossu, Marco Nardecchia, C. Leonidopoulos, Wojciech Kotlarski, A. Saba, I. Bautista-Guzmán, W. Hillert, Giorgio Ambrosio, T. Lehtinen, Michael Andrew Parker, Silvia Taroni, Gian F. Giudice, Ph. Lebrun, Johann A. Briffa, T. Risselada, Giuseppe Lerner, A. Lechner, L. S. Miralles, M. Kuze, J. M. Valet, P. S. B. Dev, S. Holleis, Ph. Schwemling, M. Biglietti, S. Banerjee, Thomas Schörner-Sadenius, A. Sanz Ull, V. Tikhomirov, S. Savelyeva, Jiayin Gu, D. Zhou, Federico Ravotti, S. A. Bogacz, Daniele Mirarchi, R. Tomás García, Yann Coadou, F. Yu, Y. Cai, T. Lari, F. Holdener, D. Shwartz, C. Bhat, Ramesh Gupta, Markus Klute, E. Palmieri, P. Collier, Branislav Sitar, Yves Sirois, Livio Fanò, S. Rojas-Torres, E. Locci, Ruben Garcia Alia, I. Božović Jelisavić, R. Chehab, J. A. Aguilar-Saavedra, M. Pasquali, A. Di Cicco, Bernhard Auchmann, Klaus Heinemann, Alessia Tricomi, D. Lucchesi, B. Haerer, M. Morrone, Paolo Giacomelli, Sonia Carra, A. Senol, Ivan Koop, Luca Silvestrini, Anna Stakia, Heather Gray, E. Skordis, A. D. Kovalenko, Paul Langacker, R. Li, Bernardo Bordini, R. Rata, Arjan Verweij, Shehu S. AbdusSalam, Andrey Karyukhin, U. van Rienen, Gianluigi Arduini, Bernhard Holzer, S. A. Nikitin, S. S. Kozub, Satoshi Mishima, B. Di Micco, S. Izquierdo Bermudez, N. Pukhaeva, Nigel Watson, F. Prino, Jean-Michel Sallese, Sotirios Vlachos, Alessandro Vicini, A. Valassi, Daniel Treille, F. Dordei, A. M. Fernandez Navarro, B. Dziewit, Marcello Abbrescia, J. M. Hauptman, I. Chaikovska, Paolo Giubellino, Michael J. Baker, V.V. Kashikhin, Friedrich Lackner, Filippo Sala, A. Langner, D. Pulikowski, H. Eriksson, Matteo Turri, Andrea Wulzer, M. Aiba, Lisa Borgonovi, I. Morozov, V. Haurylavets, J. F. Croteau, S. Boselli, L. A. Gonzalez Gomez, Claudia Tambasco, F. Mahmoudi, Sébastien Descotes-Genon, A. Luciani, Pavel Piminov, M. Varasteh, T. Herzig, Sandra Aumon, Cristina Bernini, Joseph Bramante, Roberta Arnaldi, G. Zick, Daniel Schulte, R. Santoro, Anna Kulesza, I. Turk Cakir, M. Nonis, Silvia Posada Arias, Livia Soffi, T. Wojtoń, E. Cennini, Florian Bauer, B. Rousset, J.-L. Grenard, C. Neubüser, Frederic Derue, Loukas Gouskos, Rainer Wallny, G. Calderini, M. Merk, M. Mühlegger, Roberto Cimino, M. Ramsey-Musolf, P. Rebello Teles, Mario Galanti, Mikhail Shaposhnikov, A. Andreazza, Maria Vittoria Garzelli, Masaya Ishino, José W. F. Valle, Colin Bernet, G. Velev, Cristina Botta, E. Fischer, J. Malclés, Giuseppe Montenero, Tripurari Srivastava, E. Renner, Shahnam Gorgi Zadeh, D. Cantore-Cavalli, Paul Laycock, J. Komppula, Simon C. Hopkins, Helmut Burkhardt, Eric Lancon, I. Aichinger, Andre Sznajder, F. Bordry, Massimo Giovannozzi, Aidan Robson, Anna Giunta, A. Carvalho, S. Farinon, Daniel Wollmann, M. Fouaidy, Martti Raidal, R. Gerard, Giovanni Volpini, U. Niedermayer, A. Alekou, Alexander J.G. Lunt, Vincenzo Cavasinni, Andrzej Siodmok, U. Kaya, Matthias Schott, Marumi Kado, S. A. Arsenyev, José Zurita, John Osborne, Patrick Meade, Gianmarco Bovone, G. Li, Klaus Schlenga, Antti Stenvall, D. Duellmann, Werner Riegler, I. Garzia, Yasuyuki Okumura, G. Pikurs, F. Maltoni, Massimo Sorbi, M. Arzeo, B. Strauss, Y. W. Baek, Mauro Chiesa, K. Ilyina-Brunner, Javier L. Albacete, R. Farinelli, C. Pes, Nicolas Morange, S. M. Zernov, U. Wagner, Emmanuelle Perez, G. G. Da Silveira, J. Neundorf, Néstor Armesto, T. Hahn, Roman N. Lee, Roderik Bruce, B. Y. Sharkov, T. du Pree, G. Cibinetto, Evelin Meoni, R. Rinaldesi, James A. Ellison, Radim Slovak, Silvia Franchino, Mikko Laine, T. Pugnat, S. P. Das, Yuji Enari, Emanuela Barzi, Cihan Bayindir, R. Boels, Jana Faltova, M. Moreno Llácer, Scott A. Yost, Michael Spannowsky, Florian Burkart, Marcin Chrzaszcz, K. Suzuki, Luca Trentadue, S. Masciocchi, Gilad Perez, Steve Peggs, K. Sugita, Eleonora Belli, Carmine Senatore, K. Y. Oyulmaz, Aldo Deandrea, Irakli Minashvili, Desmond P. Barber, M. I. Martínez-Hernández, A. Apyan, S. Petracca, Mikael Chala, Urs Achim Wiedemann, T. Sian, Olivier Deschamps, R. Monge, G. Avrillaud, Jan Kieseler, Hubert Spiesberger, J. Maitre, G. D. Shirkov, M. Hofer, Emanuela Sirtori, Sinan Kuday, Kirill Skovpen, Sara Casalbuoni, Johann Usovitsch, N. Chen, G. Tejeda-Muñoz, F. Bellini, E. Chyhyrynets, Michael Stöger-Pollach, M. Vogel, J. G. Mendes Saraiva, A. Rivetti, M. Podeur, Luc Poggioli, V. A. Gromov, R. Sirvinskaite, S. B. Leith, Giancarlo D'Ambrosio, Tony Price, Philippe Mermod, Rabindra N. Mohapatra, T. Mitshuhashi, Koji Terashi, Leonel Ferreira, L. Vale Silva, N. Muchnoi, J. L. Stanyard, Thomas Marriott-Dodington, A. Andriatis, Oleg Solovyanov, A. Daljevec, A. Butterworth, S. Myers, D. Chanal, Tatiana Pieloni, M. Rodríguez-Cahuantzi, G. Nardini, D. Boscherini, Kazuhito Ohmi, James Molson, S. Kowalski, Christoph Haberstroh, Martin Aleksa, K. Kershaw, M. Mulder, Leonid Rivkin, G. Vorotnikov, Luigi Salvatore Esposito, J. Kalinowski, Michele Cascella, Francesco Giffoni, Alessandro Polini, Georges Azuelos, M. Prioli, Wolfgang Altmannshofer, S. K. Patra, H. J. He, J. J. Aguilera-Verdugo, Hannu Paukkunen, P. Chomaz, Shoji Asai, Nicolas Magnin, Gavin P. Salam, R. Wang, F. Avino, Alexander Romanenko, A. Rossi, Steve Muanza, Richard Ruiz, Dmitry Teytelman, S. Klöppel, S. Atieh, M. Mohammadi Najafabadi, L. Apolinario, Andrea Tesi, M. Maggiora, A. Falkowski, Janusz Gluza, M. Sauvain, Hamzeh Khanpour, S. Chance, Ansgar Denner, Ma. Greco, Andreas Papaefstathiou, Manuela Boscolo, Joydeep Chakrabortty, E. Franco, R. R. Bosley, G. Peón, Fred Olness, Simone Alioli, Andrea Gaddi, M. K. Sullivan, M. Segreti, M. Panareo, Florian Goertz, Z. G. Zhao, H. Chanal, O. Martin, P. Azzurri, Agnieszka Chmielinska, M. Kordiaczyńska, O. Brunner, J. Von Ahnen, Jose Santiago, K. Foraz, Y. Alexahin, Marcello Mannelli, Christian Schwanenberger, S. Ganjour, Simone Marzani, T. M. Taylor, S. Di Vita, J. Womersley, I. Karpov, Valentina Morretta, Saverio D'Auria, Patrick Draper, B. Hacışahinoğlu, E. Gorini, Andrew J. Long, S. La Mendola, G. Zevi Dell Porta, I. Abdyukhanov, M. Cobal, Luca Marzola, E. Rochepault, A. Kusina, German Rodrigo, R. Schmidt, Jan Steggemann, E. Premat, P. Slavich, F. Gianotti, P. Jarry, Ram Krishna Dewanjee, L. Felsberger, T. Martinez, A. Niemi, Jürgen Reuter, P. A. Bruckman de Renstrom, Ryu Sawada, J. T. Childers, Gelsomina Catalano, P. Barjhoux, O. R. Blanco-García, Pilar Hernández, H. Correia-Rodrigues, V. Ippolito, S. De Curtis, Juan Rojo, Ayberk Yilmaz, S. Baird, Morteza Khatiri Yanehsari, Enrico Scomparin, Daniel Appelö, J. Kozaczuk, Matthew Jones, B. Caiffi, C. Del Bo, Susanna Guiducci, Giuliano Panico, M. Knecht, J. Coupard, M. Ciuchini, H. Kritscher, Claire Gwenlan, P. Costa Pinto, Thibaut Lefèvre, N. Bellegarde, Christian Scheuerlein, P. Ferreira da Silva, M. Verducci, X. Ruan, H. Pikhartova, Juan M. O'Callaghan, Kazuro Furukawa, D. Saez de Jauregui, Maria Rescigno, Stephan Eisenhardt, Andrea Dainese, Z. Drásal, G. H. Corral, J. M. Camalich, John Ellis, E. Gabrielli, L. Rumyantsev, A. Caliskan, K. Brunner, K. Tang, P. Sopicki, J. Fan, Marcin Kucharczyk, S. Gorgi Zadeh, Carlos A. Salgado, Simone Bologna, Y. Muttoni, A. Chancé, Patrick Jenny, Mark Boland, G. Yang, G. Wilkinson, Roger J. Hernández-Pinto, M. Novák, Gennady Stupakov, E. Jensen, Lance D. Cooley, Torbjörn Sjöstrand, S. Su, Matthew Luzum, J. Casas, Per Osland, T. Robens, Oscar A. Sampayo, Evgeny Levichev, P. N. Ratoff, G. Rolandi, M. A. Valdivia Garcia, Anthony Keith Morley, L. van Riesen-Haupt, A. Sublet, M. A. Mazzoni, J.L. Gutierrez, A. Abramov, Abbas Kenan Ciftci, A. Provino, L. Delle Rose, John Fox, Barry M. Dillon, V. Smirnov, G. N. Taylor, Anke-Susanne Müller, C. Pira, Fulvio Piccinini, A. Faus-Golfe, Pietro Antonioli, S. Sanfilippo, Julien Cogan, A. Ribon, Andrew Hutton, Frank Zimmermann, Lev Dudko, Erez Etzion, J. Polinski, G. Bencivenni, M. Gil Costa, L. K. Gladilin, Yannis Papaphilippou, Michael Spira, Maria Paola Lombardo, M. Fiascaris, Darius A. Faroughy, S. O. Kara, Peter Braun-Munzinger, A. Wohlfahrt, A. A. Krasnov, S.A. Gourlay, W. Da Silva, Jacqueline Keintzel, Radja Boughezal, Renat Sadykov, L. R. Sulak, Valentin V. Khoze, T. Tydecks, S. Puławski, Daniel de Florian, Pedro Schwaller, A. Akay, Nicola Serra, Sukanta Dutta, Christophe Royon, Alessandro Ricci, A. Kuendig, C. G. Honorato, K. Kołodziej, L. Deniau, Michael Kramer, J. Ferradas Troitino, A. Arbey, A. M. Staśto, Marcel Demarteau, Ralph Aßmann, O. Grimm, D. Forkel-Wirth, Owain Rhodri Jones, A. M. Kolano, G. Chiarello, William Trischuk, Andrea Dell'Acqua, Elisabetta Gallo, H. Song, Frank Petriello, N. Ibarrola, C. Colldelram, A. I. Ryazanov, A. Meier, Phillip Allport, J. de Blas, S. Chattopadhyay, Massimo Florio, X. Jiang, Bertrand Baudouy, T. Otto, Tevong You, Christoph Englert, Roberto Pittau, G. M. Bilei, Matthew McCullough, N. S. Ramírez-Uribe, J. Charles, Amalia Ballarino, Federico Antinori, A. V. Kotwal, P. Le Guen, Berndt Müller, Chiara Roda, Xavier Buffat, D. K. Hong, Matthias Liepe, G. Gorine, V. A. Okorokov, D. Bozzini, N. Simand, Giuseppe Francesco Tartarelli, C. Marquet, R. Contino, A. M. Teixeira, R. Trant, Roberto Losito, M. Quispe, Valery I. Telnov, Helga Timko, D. Lissauer, Giulio Aielli, Giorgio Chiarelli, M. J. Baldwin, A. Winter, X. Sarasola, E. E. Boos, Aleandro Nisati, Cedric Garion, Monica D'Onofrio, S. M. Gascon-Shotkin, Daniele Barducci, G. Rosaz, Nathaniel Craig, L. D’Aloia Schwartzentruber, A. Falou, A. Henriques, Tobias Hurth, Michael Eisterer, Andreas Grau, Austin Ball, D. Delikaris, P. A. McIntosh, E. Graverini, Kadri Ozdemir, F. Valchkova, Marco Zanetti, Guenakh Mitselmakher, S. Albergo, Peter Levai, Caterina Vernieri, F. Stivanello, Michael Barnes, Henri Bachacou, Daniel Fournier, L. T. Wang, D. Boutin, S. Moretti, B. Riemann, Michael Murray, Aleksandr Azatov, C. T. A. Cook, Valentina Maria Cairo, J. B. De Vivie De Regie, H. Schmickler, M. Schenk, Georgios Voutsinas, André Schöning, S. G. Bondarenko, Giorgio Bellomo, Andrei Seryi, Jane Nachtman, Clement Helsens, E. De Lucia, Jakob Salfeld-Nebgen, Lorenzo Pezzotti, Z. Townsend, B. Dalena, Mogens Dam, Yasar Onel, Yi-Ming Zhong, B. Curé, A. A. Kolomiets, A. M. Valente-Feliciano, Laurette Ponce, David Olivier Jamin, P. Krkotic, Alexandre Louzguiti, Marina Putti, Holger Podlech, Petr Volkov, M. Angelucci, F. Duval, I. Hiekkanen, W. M. Yao, Giancarlo Ferrera, C. Lorin, Y. Dydyshka, Kurt R. Peters, Gergely Gabor Barnafoldi, V. Vysotsky, V. Arı, E. Pilicer, M. Chamizo-Llatas, G. Kuhlmann, Hans Quack, R. Valizadeh, Tiina Salmi, Thomas Kramer, Adam Jeff, A. Abada, J. M. Duval, J. Abelleira Fernandez, A. Leveratto, E. Tal Hod, X. Wu, Laurent Serin, Sarah Aull, Samuele Mariotto, A. Poiron, Sabine Riemann, P. Selva, V. I. Pantsyrny, Gianluca Valentino, K. Kahle, S. Aune, K. Potamianos, Eros Cazzato, M. Giovannetti, Petr Mandrik, S. Sidorov, F. Collamati, Simone Gilardoni, S. Bertolucci, Alexander V. Zlobin, Mehmet Sahin, Marco Delmastro, G. Aydın, A. Doblhammer, Alan S. Cornell, S. J. De Jong, M. Caccia, M. Lueckhof, P. Sollander, Mauro Taborelli, J. Shelton, Frank Gerigk, Robert Rimmer, Ayres Freitas, Pierluigi Bruzzone, Brajesh K. Singh, K. Keppel, N. Alipour Tehrani, C. Prasse, Louis Rinolfi, Emma Slade, W. Flieger, Alexey Dudarev, H. J. Yang, T. Köttig, L. Mether, C. Weiland, Andrea Malagoli, Sunghoon Jung, F. Conventi, I. Tropin, G. H. A. Viehhauser, Tomas Davidek, Y. O. Günaydin, Daniel Andreas Britzger, F. Toral, James John Brooke, R. Steerenberg, G. Morello, Mauro Migliorati, Alexej Grudiev, C. Tetrel, Wolfgang Höfle, J. V. Minervini, L. García Tabarés, V. Yermolchik, Claude Guyot, D. Guadagnoli, Giorgio Vallone, N. De Filippis, Oleksii Beznosov, P. Charitos, N. Schwerg, Ahmed Hammad, P. Manil, F. Niccoli, Lydia Iconomidou-Fayard, R. Aleksan, K. Hahn, P. Meridiani, Peter Skands, Tobias Golling, Lucio Rossi, G. Gobbi, Michael Hance, A. J. Barr, V. Del Duca, V. Guzey, M. Pont, Michele Selvaggi, Oliver Brüning, J. Barreiro Guimarães da Costa, A. Drago, Y. Zhang, Giovanni Punzi, Viktor Matveev, Anadi Canepa, Clemens Lange, B. L. Militsyn, Martijn Mulders, Max Klein, V. D’Auria, M. Mylona, Valeria Braccini, S. DasBakshi, David Calvet, Sophia Borowka, David Marzocca, S. Jadach, A. A. Pankov, Christophe Ochando, A. A. Tudora, I. Masina, Jure Zupan, A. Preinerstorfer, Benjamin Fuks, H. K. Soltveit, G. Rolando, E.E. Perepelkin, T. G. Rizzo, Saleh Sultansoy, Federico Roncarolo, K. Elsener, R. Q. Pan, P. Zhuang, David Attié, Jac Perez, K. Kravalis, F. Anulli, V. Ruhlmann-Kleider, S. Malvezzi, Steffen A. Bass, E. La Francesca, Heinz Pernegger, K. Grzanka, M. T. Tiirakari, Alberto Ventura, Alessandro Cerri, Marco Peruzzi, Eric Montesinos, O. Etisken, F. Grancagnolo, S. Kartal, H. Humer, Oliver Fischer, M. Primavera, Marco Toliman Lucchini, P. Vedrine, Felix Kling, M. Altınlı, Sergio Calatroni, C. Han, Olivier Leroy, R. T. D’Agnolo, N. Klinkenberg, A. Audurier, Tatsushi Nakamoto, Ali Bozbey, Bernd A. Kniehl, Carl J. Debono, I. P. J. Shipsey, Gregorio Bernardi, Paolo Nason, William James Fawcett, J. M. Jiménez, D. Denisov, M. Serluca, David Curtin, Arif Akhundov, M. García Pérez, Iacopo Vivarelli, Emanuele Bacchiocchi, Markus Zerlauth, Julia Hrdinka, F. Butin, F. Müller, D. Tikhonov, Jorg Wenninger, A. Kilic, Fabrizio Ferro, J. Tanaka, S. A. Antipov, Miroslav Atanasov, S. Kuttimalai, A. Y. Starikov, F. R. Blánquez, S. V. Furuseth, G. Gaudio, L. Malgeri, J. Curti, B. Turbiarz, S. Li, A. Romanov, Costas G. Papadopoulos, Brennan Goddard, Frank Krauss, Lidija Zivkovic, Toms Torims, Michaela Lackner, D. A. Lyubimtsev, G. Borghello, J. F. Grosse-Oetringhaus, A. Bogomyagkov, H. Duran Yildiz, N. Foppiani, Arthur Schaffer, J. Zhou, D. Liberati, Vincenzo Guidi, Naeem A. Tahir, M. Besançon, Daniel Schoerling, Joe Incandela, Giacomo Polesello, O. Cakir, I. Ruehl, Ruggero Vaglio, Z. Zhang, Bruno Spataro, Davide Tommasini, F. Millet, H. D. Yoo, Carlo V. Fiorio, S. Deghaye, C. Bozzi, A. Shivaji, G. Corcella, I. Bellafont, Valentina Mariani, D. E. Martins, Michael Syphers, C. Hati, Peter Marquard, Nicola Bacchetta, Matthew Crouch, David Woog, Oliver Kortner, A. Milanese, Ricardo Gonçalo, Guido Montagna, Mikhail Zobov, F. Bedeschi, Eugene Bulyak, M. Aburaia, R. Tenchini, G. Marchiori, H. Rafique, G. Calderola, M. Antonello, Andrea Thamm, S. Glukhov, F. Hug, Robert Ruprecht, Veysi Erkcan Ozcan, K. Lee, Angelo Infantino, V. Makarenko, Z. Nergiz, Sergei Chekanov, Benjamin C. Allanach, C. Dachauer, H. Zhang, C. Biscari, A. J. Lankford, Scott Thomas, P. Kostka, Thomas Gehrmann, O. Azzolini, M. Ploskon, S. F. Ge, K. Oide, Andrea Bastianin, Daniela Bortoletto, Ingo Schienbein, J. L. Biarrotte, M. van Leeuwen, D. Stöckinger, Harald Ita, J. Katharina Behr, A. Cholakian, T. Kwon, L. Medina, Evgeny Starchenko, G. Mancinelli, L. Zanotto, F. Menez, L. Bellagamba, J. P. Burnet, Mogens H. Jensen, J. P. Tock, V. Raginel, J. Cervantes, L. V. Kalinovskaya, S. Vallecorsa, Peter Williams, I. Leon-Monzon, Christophe Grojean, Marco Andreini, J. Perez Morales, A. O. Acar, A.S. Lobko, Tian Yu, Joachim Mnich, V. Völkl, Ievgen Dubovyk, Tatsuya Masubuchi, P. Sphicas, F. Cerutti, P. Francavilla, A. Apollonio, Sylvie Braibant-Giacomelli, D. Denegri, Elie Aslanides, M. Zahnd, J. M. Bernhardt, Maxim Perfilov, G. Felici, E. Cantergiani, M. Daibo, F. Costanza, Christopher Rogan, M. Khatiri Yanehsari, R. Kriske, Vladimir G. Baryshevsky, Curtis R. Young, T. Baumgartner, Rafael de la Torre, Yuri Nosochkov, T. P. Watson, L. Pontecorvo, D. W. Kim, Patrick Janot, Benjamin Todd, Giulia Sylva, Maciej Chorowski, Stephane Monteil, J. Proudfoot, Dmitry Shatilov, Tord Ekelof, L. Bottura, M. Ortino, Paolo Chiggiato, L. Scibile, Stefano Giagu, G. Ferrara, M. Testa, A. M. Krainer, P. A. Keinz, E. Leogrande, Johann Collot, J. Barranco García, Vera Chetvertkova, G. Panizzo, Antonio Racioppi, E. Gianfelice-Wendt, Rashidul Islam, U. Cardella, Y. Bai, A. Novokhatski, P. Zeiler, A. Coccaro, Toshi Sumida, Andrzej Siemko, R. Franceschini, C. M. Carloni Calame, Elisa Fontanesi, G. Kozlov, J. Tkaczuk, Rama Calaga, F. Beaudette, Paolo Camarri, A. Pampaloni, E. Cruz Alaniz, M. Durante, Kari J. Eskola, S. A. Ellis, T. Lesiak, W. Chou, German F. R. Sborlini, Carlo Oleari, T. Fowler, A. Di Ciaccio, A. Bibet Chevalier, Stefano Forte, C. Berriaud, I. Tapan, Ezio Todesco, S. Lee, Jaime Hernández-Sánchez, D. M. Vogt, Oreste Nicrosini, Vittorio Marinozzi, Roberto Ferrari, M. I. Besana, Anna Sfyrla, Stanley J. Brodsky, G. de Rijk, Stefano Redaelli, Giorgio Apollinari, A. Zaborowska, Alessandro Cardini, J. F. Kamenik, V. Smaluk, Uta Klein, M. Bomben, P. Manfrinetti, M. Poli Lener, Jose Miguel No, Tiziano Camporesi, H. Gerwig, Francis Pérez, M. Koratzinos, V. Karaventzas, Jesse Thaler, T. Hoehn, M. Capeans, Sven Pfeiffer, P. Duda, H. Ten Kate, Petar Adzic, Kechen Wang, Sergey Belomestnykh, F. Kocak, H. Karadeniz, R. Alemany Fernandez, Johanna Stachel, A. Mostacci, John Jowett, A. Hegglin, H. Pais Da Silva, Marc Dünser, M. Roig, Sven Heinemeyer, V. Baglin, Stephane Fartoukh, C. Andris, Z. Ws, A. Nettsträter, Marco Bonvini, A. C. Canbay, Federico Carra, Silvia Salini, Kristjan Kannike, E. Cogneras, Frank Simon, Manfred Krammer, Johannes Bernardi, P. Valente, M. Moretti, L. Stoel, I. Low, Barbara Mele, E. Shaposhnikova, D. Fonnesu, Anton Andronic, Haluk Denizli, A. Fernández-Téllez, A. V. Nesterenko, M. Korjik, Philip Harris, Roberto Kersevan, Tommaso Portaluri, V. Parma, N.V. Mokhov, B. Humann, B. Tuchming, Stefan Antusch, L. Anderlini, J. Meignan, I. H. Sarpün, L. Tavian, Michelangelo L. Mangano, H. Martinez Bruzual, C. Sebastiani, Chao Zhang, M. A. Pleier, R. Ciftci, A. Crivellin, A. Blondel, O. Viazlo, Burak Bilki, A. Rosado Sanchez, Andrea Massironi, M. Greco, J. Martin Camalich, M. Reboud, Frederic Deliot, M. Béguin, Roberto Cardarelli, C. Milardi, G. Tassielli, Mario Campanelli, P. Fabbricatore, R. Rossmanith, Piergiulio Lenzi, D. P. Missiaen, R. Patterson, Sigve Haug, A. Farilla, Guilherme Milhano, D. El Khechen, Freya Blekman, O. B. Malyshev, Carlo Ferdeghini, A. Hannah, Michael Benedikt, E. Logothetis Agaliotis, M. Prausa, Maurizio Vignolo, M. Drewes, F. Marhauser, A. Ivanovs, M. Widorski, E. Santopinto, Javier Munilla, V. Mertens, Filip Moortgat, Salim Ogur, Michaela Schaumann, O. Rios Rubiras, Carsten Welsch, Fady Bishara, Michael Plagge, M. Czech, Giuseppe Iacobucci, I. Crespo Garrido, W. Dallapiazza, A. Moros, Wieslaw Placzek, A. E. Rentería-Olivo, M. Saito, H. U. Wienands, O. Verwilligen, L. Spallino, W. Snoeys, L. Duarte, A. Massimiliano, Greg Landsberg, Z. Liu, A. Ozansoy, Antonella Sciuto, T. Boccali, R. B. Appleby, M. Antonelli, J. A. Netto, Y. Nie, Johannes Gutleber, M. Skrzypek, N. Vignaroli, P. J. Clark, Emilio Bellingeri, Bennie F.L. Ward, P. Roloff, E. Perez Codina, Roman Martin, Elias Metral, B. Hegner, L. Zawiejski, Efe Yazgan, F. Couderc, G. Tonelli, G. Castorina, Patrizia Azzi, A. De Roeck, Jean-Philippe Lansberg, Riccardo Valente, A. David, F. Robert, Jeremi Niedziela, Anna Grassellino, Marie-Hélène Genest, V. Tisserand, A. Kilpinen, Y. K. Kim, A. Dominjon, Andrej Arbuzov, David Amorim, L. Kretzschmar, E. Bruna, Sergey Polozov, Vyacheslav Klyukhin, Hubert Kroha, O. Amstutz, A. Vitrano, Raymond Veness, Tilman Plehn, M. A. Mahmoud, Uşak Üniversitesi, Fen Edebiyat Fakültesi, Fizik Bölümü, FCC Collaboration (Ukupan broj autora: 1363), FCC Collaboration, Abada, A., Abbrescia, M., Abdussalam, S. S., Abdyukhanov, I., Abelleira Fernandez, J., Abramov, A., Aburaia, M., Acar, A. O., Adzic, P. R., Agrawal, P., Aguilar-Saavedra, J. A., Aguilera-Verdugo, J. J., Aiba, M., Aichinger, I., Aielli, G., Akay, A., Akhundov, A., Aksakal, H., Albacete, J. L., Albergo, S., Alekou, A., Aleksa, M., Aleksan, R., Alemany Fernandez, R. 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C., Hati, C., Haug, S., Hauptman, J., Haurylavets, V., He, H. -J., Hegglin, A., Hegner, B., Heinemann, K., Heinemeyer, S., Helsens, C., Henriques, A., Hernandez, P., Hernandez-Pinto, R. J., Hernandez-Sanchez, J., Herzig, T., Hiekkanen, I., Hillert, W., Hoehn, T., Hofer, M., Hofle, W., Holdener, F., Holleis, S., Holzer, B., Hong, D. K., Honorato, C. G., Hopkins, S. C., Hrdinka, J., Hug, F., Humann, B., Humer, H., Hurth, T., Hutton, A., Iacobucci, G., Ibarrola, N., Iconomidou-Fayard, L., Ilyina-Brunner, K., Incandela, J., Infantino, A., Ippolito, V., Ishino, M., Islam, R., Ita, H., Ivanovs, A., Iwamoto, S., Iyer, A., Izquierdo Bermudez, S., Jadach, S., Jamin, D. O., Janot, P., Jarry, P., Jeff, A., Jenny, P., Jensen, E., Jensen, M., Jiang, X., Jimenez, J. M., Jones, M. A., Jones, O. R., Jowett, J. M., Jung, S., Kaabi, W., Kado, M., Kahle, K., Kalinovskaya, L., Kalinowski, J., Kamenik, J. F., Kannike, K., Kara, S. 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C., Perez, G., Perez, F., Perez Codina, E., Perez Morales, J., Perfilov, M., Pernegger, H., Peruzzi, M., Pes, C., Peters, K., Petracca, S., Petriello, F., Pezzotti, L., Pfeiffer, S., Piccinini, F., Pieloni, T., Pierini, M., Pikhartova, H., Pikurs, G., Pilicer, E., Piminov, P., Pira, C., Pittau, R., Placzek, W., Plagge, M., Plehn, T., Pleier, M. -A., Ploskon, M., Podeur, M., Podlech, H., Podzorny, T., Poggioli, L., Poiron, A., Polesello, G., Poli Lener, M., Polini, A., Polinski, J., Polozov, S. M., Ponce, L., Pont, M., Pontecorvo, L., Portaluri, T., Potamianos, K., Prasse, C., Prausa, M., Preinerstorfer, A., Premat, E., Price, T., Primavera, M., Prino, F., Prioli, M., Proudfoot, J., Provino, A., Pugnat, T., Pukhaeva, N., Pulawski, S., Pulikowski, D., Punzi, G., Putti, M., Pyarelal, A., Quack, H., Quispe, M., Racioppi, A., Rafique, H., Raginel, V., Raidal, M., Ramirez-Uribe, N. S., Ramsey-Musolf, M. 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Zurita, J, Işık Üniversitesi, Mühendislik Fakültesi, İnşaat Mühendisliği Bölümü, Işık University, Faculty of Engineering, Department of Civil Engineering, Bayındır, Cihan, Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions, Universitat Politècnica de Catalunya. RF&MW - Grup de Recerca de sistemes, dispositius i materials de RF i microones, Abada A., Abbrescia M., AbdusSalam S.S., Abdyukhanov I., Abelleira Fernandez J., Abramov A., Aburaia M., Acar A.O., Adzic P.R., Agrawal P., Aguilar-Saavedra J.A., Aguilera-Verdugo J.J., Aiba M., Aichinger I., Aielli G., Akay A., Akhundov A., Aksakal H., Albacete J.L., Albergo S., Alekou A., Aleksa M., Aleksan R., Alemany Fernandez R.M., Alexahin Y., Alia R.G., Alioli S., Alipour Tehrani N., Allanach B.C., Allport P.P., Altinli M., Altmannshofer W., Ambrosio G., Amorim D., Amstutz O., Anderlini L., Andreazza A., Andreini M., Andriatis A., Andris C., Andronic A., Angelucci M., Antinori F., Antipov S.A., Antonelli M., Antonello M., Antonioli P., Antusch S., Anulli F., Apolinario L., Apollinari G., Apollonio A., Appelo D., Appleby R.B., Apyan A., Arbey A., Arbuzov A., Arduini G., Ari V., Arias S., Armesto N., Arnaldi R., Arsenyev S.A., Arzeo M., Asai S., Aslanides E., Assmann R.W., Astapovych D., Atanasov M., Atieh S., Attie D., Auchmann B., Audurier A., Aull S., Aumon S., Aune S., Avino F., Avrillaud G., Aydin G., Azatov A., Azuelos G., Azzi P., Azzolini O., Azzurri P., Bacchetta N., Bacchiocchi E., Bachacou H., Baek Y.W., Baglin V., Bai Y., Baird S., Baker M.J., Baldwin M.J., Ball A.H., Ballarino A., Banerjee S., Barber D.P., Barducci D., Barjhoux P., Barna D., Barnafoldi G.G., Barnes M.J., Barr A., Barranco Garcia J., Barreiro Guimaraes da Costa J., Bartmann W., Baryshevsky V., Barzi E., Bass S.A., Bastianin A., Baudouy B., Bauer F., Bauer M., Baumgartner T., Bautista-Guzman I., Bayindir C., Beaudette F., Bedeschi F., Beguin M., Bellafont I., Bellagamba L., Bellegarde N., Belli E., Bellingeri E., Bellini F., Bellomo G., Belomestnykh S., Bencivenni G., Benedikt M., Bernardi G., Bernardi J., Bernet C., Bernhardt J.M., Bernini C., Berriaud C., Bertarelli A., Bertolucci S., Besana M.I., Besancon M., Beznosov O., Bhat P., Bhat C., Biagini M.E., Biarrotte J.-L., Bibet Chevalier A., Bielert E.R., Biglietti M., Bilei G.M., Bilki B., Biscari C., Bishara F., Blanco-Garcia O.R., Blanquez F.R., Blekman F., Blondel A., Blumlein J., Boccali T., Boels R., Bogacz S.A., Bogomyagkov A., Boine-Frankenheim O., Boland M.J., Bologna S., Bolukbasi O., Bomben M., Bondarenko S., Bonvini M., Boos E., Bordini B., Bordry F., Borghello G., Borgonovi L., Borowka S., Bortoletto D., Boscherini D., Boscolo M., Boselli S., Bosley R.R., Bossu F., Botta C., Bottura L., Boughezal R., Boutin D., Bovone G., Bozovic Jelisavic I., Bozbey A., Bozzi C., Bozzini D., Braccini V., Braibant-Giacomelli S., Bramante J., Braun-Munzinger P., Briffa J.A., Britzger D., Brodsky S.J., Brooke J.J., Bruce R., Bruckman De Renstrom P., Bruna E., Bruning O., Brunner O., Brunner K., Bruzzone P., Buffat X., Bulyak E., Burkart F., Burkhardt H., Burnet J.-P., Butin F., Buttazzo D., Butterworth A., Caccia M., Cai Y., Caiffi B., Cairo V., Cakir O., Calaga R., Calatroni S., Calderini G., Calderola G., Caliskan A., Calvet D., Calviani M., Camalich J.M., Camarri P., Campanelli M., Camporesi T., Canbay A.C., Canepa A., Cantergiani E., Cantore-Cavalli D., Capeans M., Cardarelli R., Cardella U., Cardini A., Carloni Calame C.M., Carra F., Carra S., Carvalho A., Casalbuoni S., Casas J., Cascella M., Castelnovo P., Castorina G., Catalano G., Cavasinni V., Cazzato E., Cennini E., Cerri A., Cerutti F., Cervantes J., Chaikovska I., Chakrabortty J., Chala M., Chamizo-Llatas M., Chanal H., Chanal D., Chance S., Chance A., Charitos P., Charles J., Charles T.K., Chattopadhyay S., Chehab R., Chekanov S.V., Chen N., Chernoded A., Chetvertkova V., Chevalier L., Chiarelli G., Chiarello G., Chiesa M., Chiggiato P., Childers J.T., Chmielinska A., Cholakian A., Chomaz P., Chorowski M., Chou W., Chrzaszcz M., Chyhyrynets E., Cibinetto G., Ciftci A.K., Ciftci R., Cimino R., Ciuchini M., Clark P.J., Coadou Y., Cobal M., Coccaro A., Cogan J., Cogneras E., Collamati F., Colldelram C., Collier P., Collot J., Contino R., Conventi F., Cook C.T.A., Cooley L., Corcella G., Cornell A.S., Corral G.H., Correia-Rodrigues H., Costanza F., Costa Pinto P., Couderc F., Coupard J., Craig N., Crespo Garrido I., Crivellin A., Croteau J.F., Crouch M., Cruz Alaniz E., Cure B., Curti J., Curtin D., Czech M., Dachauer C., D'Agnolo R.T., Daibo M., Dainese A., Dalena B., Daljevec A., Dallapiazza W., D'Aloia Schwartzentruber L., Dam M., D'Ambrosio G., Das S.P., DasBakshi S., da Silva W., da Silveira G.G., D'Auria V., D'Auria S., David A., Davidek T., Deandrea A., de Blas J., Debono C.J., De Curtis S., De Filippis N., de Florian D., Deghaye S., de Jong S.J., Del Bo C., Del Duca V., Delikaris D., Deliot F., Dell'Acqua A., Delle Rose L., Delmastro M., De Lucia E., Demarteau M., Denegri D., Deniau L., Denisov D., Denizli H., Denner A., d'Enterria D., de Rijk G., De Roeck A., Derue F., Deschamps O., Descotes-Genon S., Dev P.S.B., de Vivie de Regie J.B., Dewanjee R.K., Di Ciaccio A., Di Cicco A., Dillon B.M., Di Micco B., Di Nezza P., Di Vita S., Doblhammer A., Dominjon A., D'Onofrio M., Dordei F., Drago A., Draper P., Drasal Z., Drewes M., Duarte L., Dubovyk I., Duda P., Dudarev A., Dudko L., Duellmann D., Dunser M., du Pree T., Durante M., Duran Yildiz H., Dutta S., Duval F., Duval J.M., Dydyshka Y., Dziewit B., Eisenhardt S., Eisterer M., Ekelof T., El Khechen D., Ellis S.A., Ellis J., Ellison J.A., Elsener K., Elsing M., Enari Y., Englert C., Eriksson H., Eskola K.J., Esposito L.S., Etisken O., Etzion E., Fabbricatore P., Falkowski A., Falou A., Faltova J., Fan J., Fano L., Farilla A., Farinelli R., Farinon S., Faroughy D.A., Fartoukh S.D., Faus-Golfe A., Fawcett W.J., Felici G., Felsberger L., Ferdeghini C., Fernandez Navarro A.M., Fernandez-Tellez A., Ferradas Troitino J., Ferrara G., Ferrari R., Ferreira L., Ferreira da Silva P., Ferrera G., Ferro F., Fiascaris M., Fiorendi S., Fiorio C., Fischer O., Fischer E., Flieger W., Florio M., Fonnesu D., Fontanesi E., Foppiani N., Foraz K., Forkel-Wirth D., Forte S., Fouaidy M., Fournier D., Fowler T., Fox J., Francavilla P., Franceschini R., Franchino S., Franco E., Freitas A., Fuks B., Furukawa K., Furuseth S.V., Gabrielli E., Gaddi A., Galanti M., Gallo E., Ganjour S., Gao J., Garcia Diaz V., Garcia Perez M., Garcia Tabares L., Garion C., Garzelli M.V., Garzia I., Gascon-Shotkin S.M., Gaudio G., Gay P., Ge S.-F., Gehrmann T., Genest M.H., Gerard R., Gerigk F., Gerwig H., Giacomelli P., Giagu S., Gianfelice-Wendt E., Gianotti F., Giffoni F., Gilardoni S.S., Gil Costa M., Giovannetti M., Giovannozzi M., Giubellino P., Giudice G.F., Giunta A., Gladilin L.K., Glukhov S., Gluza J., Gobbi G., Goddard B., Goertz F., Golling T., Goncalves V.P., Goncalo R., Gonzalez Gomez L.A., Gorgi Zadeh S., Gorine G., Gorini E., Gourlay S.A., Gouskos L., Grancagnolo F., Grassellino A., Grau A., Graverini E., Gray H.M., Greco M., Grenard J.-L., Grimm O., Grojean C., Gromov V.A., Grosse-Oetringhaus J.F., Grudiev A., Grzanka K., Gu J., Guadagnoli D., Guidi V., Guiducci S., Guillermo Canton G., Gunaydin Y.O., Gupta R., Gupta R.S., Gutierrez J., Gutleber J., Guyot C., Guzey V., Gwenlan C., Haberstroh C., Hacisahinoglu B., Haerer B., Hahn K., Hahn T., Hammad A., Han C., Hance M., Hannah A., Harris P.C., Hati C., Haug S., Hauptman J., Haurylavets V., He H.-J., Hegglin A., Hegner B., Heinemann K., Heinemeyer S., Helsens C., Henriques A., Hernandez P., Hernandez-Pinto R.J., Hernandez-Sanchez J., Herzig T., Hiekkanen I., Hillert W., Hoehn T., Hofer M., Hofle W., Holdener F., Holleis S., Holzer B., Hong D.K., Honorato C.G., Hopkins S.C., Hrdinka J., Hug F., Humann B., Humer H., Hurth T., Hutton A., Iacobucci G., Ibarrola N., Iconomidou-Fayard L., Ilyina-Brunner K., Incandela J., Infantino A., Ippolito V., Ishino M., Islam R., Ita H., Ivanovs A., Iwamoto S., Iyer A., Izquierdo Bermudez S., Jadach S., Jamin D.O., Janot P., Jarry P., Jeff A., Jenny P., Jensen E., Jensen M., Jiang X., Jimenez J.M., Jones M.A., Jones O.R., Jowett J.M., Jung S., Kaabi W., Kado M., Kahle K., Kalinovskaya L., Kalinowski J., Kamenik J.F., Kannike K., Kara S.O., Karadeniz H., Karaventzas V., Karpov I., Kartal S., Karyukhin A., Kashikhin V., Katharina Behr J., Kaya U., Keintzel J., Keinz P.A., Keppel K., Kersevan R., Kershaw K., Khanpour H., Khatibi S., Khatiri Yanehsari M., Khoze V.V., Kieseler J., Kilic A., Kilpinen A., Kim Y.-K., Kim D.W., Klein U., Klein M., Kling F., Klinkenberg N., Kloppel S., Klute M., Klyukhin V.I., Knecht M., Kniehl B., Kocak F., Koeberl C., Kolano A.M., Kollegger A., Kolodziej K., Kolomiets A.A., Komppula J., Koop I., Koppenburg P., Koratzinos M., Kordiaczynska M., Korjik M., Kortner O., Kostka P., Kotlarski W., Kotnig C., Kottig T., Kotwal A.V., Kovalenko A.D., Kowalski S., Kozaczuk J., Kozlov G.A., Kozub S.S., Krainer A.M., Kramer T., Kramer M., Krammer M., Krasnov A.A., Krauss F., Kravalis K., Kretzschmar L., Kriske R.M., Kritscher H., Krkotic P., Kroha H., Kucharczyk M., Kuday S., Kuendig A., Kuhlmann G., Kulesza A., Kumar M., Kusina A., Kuttimalai S., Kuze M., Kwon T., Lackner F., Lackner M., La Francesca E., Laine M., Lamanna G., La Mendola S., Lancon E., Landsberg G., Langacker P., Lange C., Langner A., Lankford A.J., Lansberg J.P., Lari T., Laycock P.J., Lebrun P., Lechner A., Lee K., Lee S., Lee R., Lefevre T., Le Guen P., Lehtinen T., Leith S.B., Lenzi P., Leogrande E., Leonidopoulos C., Leon-Monzon I., Lerner G., Leroy O., Lesiak T., Levai P., Leveratto A., Levichev E., Li G., Li S., Li R., Liberati D., Liepe M., Lissauer D.A., Liu Z., Lobko A., Locci E., Logothetis Agaliotis E., Lombardo M.P., Long A.J., Lorin C., Losito R., Louzguiti A., Low I., Lucchesi D., Lucchini M.T., Luciani A., Lueckhof M., Lunt A.J.G., Luzum M., Lyubimtsev D.A., Maggiora M., Magnin N., Mahmoud M.A., Mahmoudi F., Maitre J., Makarenko V., Malagoli A., Malcles J., Malgeri L., Mallon P.J., Maltoni F., Malvezzi S., Malyshev O.B., Mancinelli G., Mandrik P., Manfrinetti P., Mangano M., Manil P., Mannelli M., Marchiori G., Marhauser F., Mariani V., Marinozzi V., Mariotto S., Marquard P., Marquet C., Marriott-Dodington T., Martin R., Martin O., Martin Camalich J., Martinez T., Martinez Bruzual H., Martinez-Hernandez M.I., Martins D.E., Marzani S., Marzocca D., Marzola L., Masciocchi S., Masina I., Massimiliano A., Massironi A., Masubuchi T., Matveev V.A., Mazzoni M.A., McCullough M., McIntosh P.A., Meade P., Medina L., Meier A., Meignan J., Mele B., Mendes Saraiva J.G., Menez F., Mentink M., Meoni E., Meridiani P., Merk M., Mermod P., Mertens V., Mether L., Metral E., Migliorati M., Milanese A., Milardi C., Milhano G., Militsyn B.L., Millet F., Minashvili I., Minervini J.V., Miralles L.S., Mirarchi D., Mishima S., Missiaen D.P., Mitselmakher G., Mitshuhashi T., Mnich J., Mohammadi Najafabadi M., Mohapatra R.N., Mokhov N., Molson J.G., Monge R., Montag C., Montagna G., Monteil S., Montenero G., Montesinos E., Moortgat F., Morange N., Morello G., Moreno Llacer M., Moretti M., Moretti S., Morley A.K., Moros A., Morozov I., Morretta V., Morrone M., Mostacci A., Muanza S., Muchnoi N., Muhlegger M., Mulder M., Mulders M., Muller B., Muller F., Muller A.-S., Munilla J., Murray M.J., Muttoni Y., Myers S., Mylona M., Nachtman J., Nakamoto T., Nardecchia M., Nardini G., Nason P., Nergiz Z., Nesterenko A.V., Netto J.A., Nettstrater A., Neubuser C., Neundorf J., Niccoli F., Nicrosini O., Nie Y., Niedermayer U., Niedziela J., Niemi A., Nikitin S.A., Nisati A., No J.M., Nonis M., Nosochkov Y., Novak M., Novokhatski A., O'Callaghan J.M., Ochando C., Ogur S., Ohmi K., Oide K., Okorokov V.A., Okumura Y., Oleari C., Olness F.I., Onel Y., Ortino M., Osborne J., Osland P., Otto T., Oyulmaz K.Y., Ozansoy A., Ozcan V., Ozdemir K., Pagliarone C.E., Pais da Silva H.F., Palmieri E., Palumbo L., Pampaloni A., Pan R.-Q., Panareo M., Panella O., Panico G., Panizzo G., Pankov A.A., Pantsyrny V., Papadopoulos C.G., Papaefstathiou A., Papaphilippou Y., Parker M.A., Parma V., Pasquali M., Patra S.K., Patterson R., Paukkunen H., Pauss F., Peggs S., Penttinen J.-P., Peon G., Perepelkin E.E., Perez E., Perez J.C., Perez G., Perez F., Perez Codina E., Perez Morales J., Perfilov M., Pernegger H., Peruzzi M., Pes C., Peters K., Petracca S., Petriello F., Pezzotti L., Pfeiffer S., Piccinini F., Pieloni T., Pierini M., Pikhartova H., Pikurs G., Pilicer E., Piminov P., Pira C., Pittau R., Placzek W., Plagge M., Plehn T., Pleier M.-A., Ploskon M., Podeur M., Podlech H., Podzorny T., Poggioli L., Poiron A., Polesello G., Poli Lener M., Polini A., Polinski J., Polozov S.M., Ponce L., Pont M., Pontecorvo L., Portaluri T., Potamianos K., Prasse C., Prausa M., Preinerstorfer A., Premat E., Price T., Primavera M., Prino F., Prioli M., Proudfoot J., Provino A., Pugnat T., Pukhaeva N., Pulawski S., Pulikowski D., Punzi G., Putti M., Pyarelal A., Quack H., Quispe M., Racioppi A., Rafique H., Raginel V., Raidal M., Ramirez-Uribe N.S., Ramsey-Musolf M.J., Rata R., Ratoff P., Ravotti F., Rebello Teles P., Reboud M., Redaelli S., Renner E., Renteria-Olivo A.E., Rescigno M., Reuter J., Ribon A., Ricci A.M., Riegler W., Riemann S., Riemann B., Riemann T., Rifflet J.M., Rimmer R.A., Rinaldesi R., Rinolfi L., Rios Rubiras O., Risselada T., Rivetti A., Rivkin L., Rizzo T., Robens T., Robert F., Robson A.J., Rochepault E., Roda C., Rodrigo G., Rodriguez-Cahuantzi M., Rogan C., Roig M., Rojas-Torres S., Rojo J., Rolandi G., Rolando G., Roloff P., Romanenko A., Romanov A., Roncarolo F., Rosado Sanchez A., Rosaz G., Rossi L., Rossi A., Rossmanith R., Rousset B., Royon C., Ruan X., Ruehl I., Ruhlmann-Kleider V., Ruiz R., Rumyantsev L., Ruprecht R., Ryazanov A.I., Saba A., Sadykov R., Saez de Jauregui D., Sahin M., Sailer B., Saito M., Sala F., Salam G.P., Salfeld-Nebgen J., Salgado C.A., Salini S., Sallese J.M., Salmi T., Salzburger A., Sampayo O.A., Sanfilippo S., Santiago J., Santopinto E., Santoro R., Sanz Ull A., Sarasola X., Sarpun I.H., Sauvain M., Savelyeva S., Sawada R., Sborlini G.F.R., Schaffer A., Schaumann M., Schenk M., Scheuerlein C., Schienbein I., Schlenga K., Schmickler H., Schmidt R., Schoerling D., Schoning A., Schorner-Sadenius T., Schott M., Schulte D., Schwaller P., Schwanenberger C., Schwemling P., Schwerg N., Scibile L., Sciuto A., Scomparin E., Sebastiani C., Seeber B., Segreti M., Selva P., Selvaggi M., Senatore C., Senol A., Serin L., Serluca M., Serra N., Seryi A., Sestini L., Sfyrla A., Shaposhnikov M., Shaposhnikova E., Sharkov B.Y., Shatilov D., Shelton J., Shiltsev V., Shipsey I.P., Shirkov G.D., Shivaji A., Shwartz D., Sian T., Sidorov S., Siemko A., Silvestrini L., Simand N., Simon F., Singh B.K., Siodmok A., Sirois Y., Sirtori E., Sirvinskaite R., Sitar B., Sjostrand T., Skands P., Skordis E., Skovpen K., Skrzypek M., Slade E., Slavich P., Slovak R., Smaluk V., Smirnov V., Snoeys W., Soffi L., Sollander P., Solovyanov O., Soltveit H.K., Song H., Sopicki P., Sorbi M., Spallino L., Spannowsky M., Spataro B., Sphicas P., Spiesberger H., Spiller P., Spira M., Srivastava T., Stachel J., Stakia A., Stanyard J.L., Starchenko E., Starikov A.Y., Stasto A.M., Statera M., Steerenberg R., Steggemann J., Stenvall A., Stivanello F., Stockinger D., Stoel L.S., Stoger-Pollach M., Strauss B., Stuart M., Stupakov G., Su S., Sublet A., Sugita K., Sulak L., Sullivan M.K., Sultansoy S., Sumida T., Suzuki K., Sylva G., Syphers M.J., Sznajder A., Taborelli M., Tahir N.A., Takeuchi M., Tal Hod E., Tambasco C., Tanaka J., Tang K., Tapan I., Taroni S., Tartarelli G.F., Tassielli G., Tavian L., Taylor T.M., Taylor G.N., Teixeira A.M., Tejeda-Munoz G., Telnov V.I., Tenchini R., ten Kate H.H.J., Terashi K., Tesi A., Testa M., Tetrel C., Teytelman D., Thaler J., Thamm A., Thomas S., Tiirakari M.T., Tikhomirov V., Tikhonov D., Timko H., Tisserand V., Tkachenko L.M., Tkaczuk J., Tock J.P., Todd B., Todesco E., Tomas Garcia R., Tommasini D., Tonelli G., Toral F., Torims T., Torre R., Townsend Z., Trant R., Treille D., Trentadue L., Tricoli A., Tricomi A., Trischuk W., Tropin I.S., Tuchming B., Tudora A.A., Turbiarz B., Turk Cakir I., Turri M., Tydecks T., Usovitsch J., Uythoven J., Vaglio R., Valassi A., Valchkova F., Valdivia Garcia M.A., Valente P., Valente R.U., Valente-Feliciano A.-M., Valentino G., Vale Silva L., Valet J.M., Valizadeh R., Valle J.W.F., Vallecorsa S., Vallone G., van Leeuwen M., van Rienen U.H., van Riesen-Haupt L., Varasteh M., Vecchi L., Vedrine P., Velev G., Veness R., Ventura A., Venturini Delsolaro W., Verducci M., Verhaaren C.B., Vernieri C., Verweij A.P., Verwilligen O., Viazlo O., Vicini A., Viehhauser G., Vignaroli N., Vignolo M., Vitrano A., Vivarelli I., Vlachos S., Vogel M., Vogt D.M., Volkl V., Volkov P., Volpini G., von Ahnen J., Vorotnikov G., Voutsinas G.G., Vysotsky V., Wagner U., Wallny R., Wang L.-T., Wang R., Wang K., Ward B.F.L., Watson T.P., Watson N.K., Ws Z., Weiland C., Weinzierl S., Welsch C.P., Wenninger J., Widorski M., Wiedemann U.A., Wienands H.-U., Wilkinson G., Williams P.H., Winter A., Wohlfahrt A., Wojton T., Wollmann D., Womersley J., Woog D., Wu X., Wulzer A., Yanehsari M.K., Yang G., Yang H.J., Yao W.-M., Yazgan E., Yermolchik V., Yilmaz A., Yoo H.-D., Yost S.A., You T., Young C., Yu T.-T., Yu F., Zaborowska A., Zadeh S.G., Zahnd M., Zanetti M., Zanotto L., Zawiejski L., Zeiler P., Zerlauth M., Zernov S.M., Zevi Dell Porta G., Zhang Z., Zhang Y., Zhang C., Zhang H., Zhao Z., Zhong Y.-M., Zhou J., Zhou D., Zhuang P., Zick G., Zimmermann F., Zinn-Justin J., Zivkovic L., Zlobin A.V., Zobov M., Zupan J., Zurita J., BAİBÜ, Fen Edebiyat Fakültesi, Fizik Bölümü, Denizli, Haluk, TOBB ETU, Faculty of Engineering, Department of Electrical & Electronics Engineering, TOBB ETU, Faculty of Engineering, Department of Material Science & Nanotechnology Engineering, TOBB ETÜ, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü, TOBB ETÜ, Mühendislik Fakültesi, Malzeme Bilimi ve Nanoteknoloji Mühendisliği Bölümü, Bozbey, Ali, Sultansoy, Saleh, Özdemir, Kadri, Giresun Üniversitesi, UCL - SST/IRMP - Institut de recherche en mathématique et physique, and Ege Üniversitesi

Subjects
Beam losses, IMPACT, Physics::Instrumentation and Detectors, Physics beyond the Standard Model, EVENT BUILDER, hadron collider, General Physics and Astronomy, Mathematics and natural science: 400::Physics: 430::Nuclear and elementary particle physics: 431 [VDP], 01 natural sciences, 7. Clean energy, law.invention, Subatomär fysik, chemistry.chemical_compound, Conceptual design, Colliding beam accelerators, law, HE-LHC, Subatomic Physics, General Materials Science, Hadron colliders, Física::Física de partícules::Hadrons [Àrees temàtiques de la UPC], Large Hadron Collider, Acceleradors de partícules, Physics, Settore FIS/01 - Fisica Sperimentale, Beams (radiation), Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici, Upgrade, Impact, collimators, partikkelfysikk, Future Circular Collider, High-Energy, Systems engineering, HE-LHC: The High-Energy Large Hadron Collider, Col·lisionadors d'hadrons, Applied physics, Collimators, Socio-culturale, Fizik, Hadrons, Accelerator Physics and Instrumentation, HE-LHC physics, Condensed Matter::Materials Science, 0103 physical sciences, Physics::Atomic and Molecular Clusters, beam losses, ddc:530, High Energy Physics, partikkelakselerator, Physical and Theoretical Chemistry, Niobium-tin, 010306 general physics, Collider, Particle Physics, Beams (radiation) | Collimators | Beam losses, Energies::Energia nuclear [Àrees temàtiques de la UPC], Large Hadron Collider HE-LHC, 010308 nuclear & particles physics, High Energy Physics::Phenomenology, Colliders (Nuclear physics), Acceleratorfysik och instrumentering, Event builder, Accelerators and Storage Rings, Particle accelerators, chemistry, Experimental High Energy Physics, Physics::Accelerator Physics, High Energy Physics::Experiment, Future Colliders
Abstract

Authors: A. AbadaM. AbbresciaS. S. AbdusSalamI. AbdyukhanovJ. Abelleira FernandezA. AbramovM. AburaiaA. O. AcarP. R. AdzicP. AgrawalJ. A. Aguilar-SaavedraJ. J. Aguilera-VerdugoM. AibaI. AichingerG. AielliA. AkayA. AkhundovH. AksakalJ. L. AlbaceteS. AlbergoA. AlekouM. AleksaR. AleksanR. M. Alemany FernandezY. AlexahinR. G. AlíaS. AlioliN. Alipour TehraniB. C. AllanachP. P. AllportM. AltınlıW. AltmannshoferG. AmbrosioD. AmorimO. AmstutzL. AnderliniA. AndreazzaM. AndreiniA. AndriatisC. AndrisA. AndronicM. AngelucciF. AntinoriS. A. AntipovM. AntonelliM. AntonelloP. AntonioliS. AntuschF. AnulliL. ApolinárioG. ApollinariA. ApollonioD. AppelöR. B. ApplebyA. ApyanA. ApyanA. ArbeyA. ArbuzovG. ArduiniV. ArıS. AriasN. ArmestoR. ArnaldiS. A. ArsenyevM. ArzeoS. AsaiE. AslanidesR. W. AßmannD. AstapovychM. AtanasovS. AtiehD. AttiéB. AuchmannA. AudurierS. AullS. AumonS. AuneF. AvinoG. AvrillaudG. AydınA. AzatovG. AzuelosP. AzziO. AzzoliniP. AzzurriN. BacchettaE. BacchiocchiH. BachacouY. W. BaekV. BaglinY. BaiS. BairdM. J. BakerM. J. BaldwinA. H. BallA. BallarinoS. BanerjeeD. P. BarberD. BarducciP. BarjhouxD. BarnaG. G. BarnaföldiM. J. BarnesA. BarrJ. Barranco GarcíaJ. Barreiro Guimarães da CostaW. BartmannV. BaryshevskyE. BarziS. A. BassA. BastianinB. BaudouyF. BauerM. BauerT. BaumgartnerI. Bautista-GuzmánC. BayındırF. BeaudetteF. BedeschiM. BéguinI. BellafontL. BellagambaN. BellegardeE. BelliE. BellingeriF. BelliniG. BellomoS. BelomestnykhG. BencivenniM. BenediktG. BernardiJ. BernardiC. BernetJ. M. BernhardtC. BerniniC. BerriaudA. BertarelliS. BertolucciM. I. BesanaM. BesançonO. BeznosovP. BhatC. BhatM. E. BiaginiJ. -L. BiarrotteA. Bibet ChevalierE. R. BielertM. BigliettiG. M. BileiB. BilkiC. BiscariF. BisharaO. R. Blanco-GarcíaF. R. BlánquezF. BlekmanA. BlondelJ. BlümleinT. BoccaliR. BoelsS. A. BogaczA. BogomyagkovO. Boine-FrankenheimM. J. BolandS. BolognaO. BolukbasiM. BombenS. BondarenkoM. BonviniE. BoosB. BordiniF. BordryG. BorghelloL. BorgonoviS. BorowkaD. BortolettoD. 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GuiducciG. Guillermo CantonY. O. GünaydinR. GuptaR. S. GuptaJ. GutierrezJ. GutleberC. GuyotV. GuzeyC. GwenlanC. HaberstrohB. HacışahinoğluB. HaererK. HahnT. HahnA. HammadC. HanM. HanceA. HannahP. C. HarrisC. HatiS. HaugJ. HauptmanV. HaurylavetsH. -J. HeA. HegglinB. HegnerK. HeinemannS. HeinemeyerC. HelsensA. HenriquesA. HenriquesP. HernandezR. J. Hernández-PintoJ. Hernandez-SanchezT. HerzigI. HiekkanenW. HillertT. HoehnM. HoferW. HöfleF. HoldenerS. HolleisB. HolzerD. K. HongC. G. HonoratoS. C. HopkinsJ. HrdinkaF. HugB. HumannH. HumerT. HurthA. HuttonG. IacobucciN. IbarrolaL. Iconomidou-FayardK. Ilyina-BrunnerJ. IncandelaA. InfantinoV. IppolitoM. IshinoR. IslamH. ItaA. IvanovsS. IwamotoA. IyerS. Izquierdo BermudezS. JadachD. O. JaminP. JanotP. JarryA. JeffP. JennyE. JensenM. JensenX. JiangJ. M. JiménezM. A. JonesO. R. JonesJ. M. JowettS. JungW. KaabiM. KadoK. KahleL. KalinovskayaJ. KalinowskiJ. F. KamenikK. KannikeS. O. KaraH. KaradenizV. KaraventzasI. KarpovS. KartalA. KaryukhinV. KashikhinJ. Katharina BehrU. KayaJ. KeintzelP. A. KeinzK. KeppelR. KersevanK. KershawH. KhanpourS. KhatibiM. Khatiri YanehsariV. V. KhozeJ. KieselerA. KilicA. KilpinenY. -K. KimD. W. KimU. KleinM. KleinF. KlingN. KlinkenbergS. KlöppelM. KluteV. I. KlyukhinM. KnechtB. KniehlF. KocakC. KoeberlA. M. KolanoA. KolleggerK. KołodziejA. A. KolomietsJ. KomppulaI. KoopP. KoppenburgM. KoratzinosM. KordiaczyńskaM. KorjikO. KortnerP. KostkaW. KotlarskiC. KotnigT. KöttigA. V. KotwalA. D. KovalenkoS. KowalskiJ. KozaczukG. A. KozlovS. S. KozubA. M. KrainerT. KramerM. KrämerM. KrammerA. A. KrasnovF. KraussK. KravalisL. KretzschmarR. M. KriskeH. KritscherP. KrkoticH. KrohaM. KucharczykS. KudayA. KuendigG. KuhlmannA. KuleszaM. KumarM. KumarA. KusinaS. KuttimalaiM. KuzeT. KwonF. LacknerM. LacknerE. La FrancescaM. LaineG. LamannaS. La MendolaE. LançonG. LandsbergP. LangackerC. LangeA. LangnerA. J. LankfordJ. P. LansbergT. LariP. J. LaycockP. LebrunA. LechnerK. LeeS. LeeR. LeeT. LefevreP. Le GuenT. LehtinenS. B. LeithP. LenziE. LeograndeC. LeonidopoulosI. Leon-MonzonG. LernerO. LeroyT. LesiakP. LévaiA. LeverattoE. LevichevG. LiS. LiR. LiD. LiberatiM. LiepeD. A. LissauerZ. LiuA. LobkoE. LocciE. Logothetis AgaliotisM. P. LombardoA. J. LongC. LorinR. LositoA. LouzguitiI. LowD. LucchesiM. T. LucchiniA. LucianiM. LueckhofA. J. G. LuntM. LuzumD. A. LyubimtsevM. MaggioraN. MagninM. A. MahmoudF. MahmoudiJ. MaitreV. MakarenkoA. MalagoliJ. MalclésL. MalgeriP. J. MallonF. MaltoniS. MalvezziO. B. MalyshevG. MancinelliP. MandrikP. ManfrinettiM. ManganoP. ManilM. MannelliG. MarchioriF. MarhauserV. MarianiV. MarinozziS. MariottoP. MarquardC. MarquetT. Marriott-DodingtonR. MartinO. MartinJ. Martin CamalichT. MartinezH. Martinez BruzualM. I. Martínez-HernándezD. E. MartinsS. MarzaniD. MarzoccaL. MarzolaS. MasciocchiI. MasinaA. MassimilianoA. MassironiT. MasubuchiV. A. MatveevM. A. MazzoniM. McCulloughP. A. McIntoshP. MeadeL. MedinaA. MeierJ. MeignanB. MeleJ. G. Mendes SaraivaF. MenezM. MentinkE. MeoniP. MeridianiM. MerkP. MermodV. MertensL. MetherE. MétralM. MiglioratiA. MilaneseC. MilardiG. MilhanoB. L. MilitsynF. MilletI. MinashviliJ. V. MinerviniL. S. MirallesD. MirarchiS. MishimaD. P. MissiaenG. MitselmakherT. MitshuhashiJ. MnichM. Mohammadi NajafabadiR. N. MohapatraN. MokhovJ. G. MolsonR. MongeC. MontagG. MontagnaS. MonteilG. MonteneroE. MontesinosF. MoortgatN. MorangeG. MorelloM. Moreno LlácerM. MorettiS. MorettiA. K. MorleyA. MorosI. MorozovV. MorrettaM. MorroneA. MostacciS. MuanzaN. MuchnoiM. MühleggerM. MulderM. MuldersB. MüllerF. MüllerA. -S. MüllerJ. MunillaM. J. MurrayY. MuttoniS. MyersM. MylonaJ. NachtmanT. NakamotoM. NardecchiaG. NardiniP. NasonZ. NergizA. V. NesterenkoJ. A. NettoA. NettsträterC. NeubüserJ. NeundorfF. NiccoliO. NicrosiniY. NieU. NiedermayerJ. NiedzielaA. NiemiS. A. NikitinA. NisatiJ. M. NoM. NonisY. NosochkovM. NovákA. NovokhatskiJ. M. O’CallaghanC. OchandoS. OgurK. OhmiK. OideV. A. OkorokovY. OkumuraC. OleariF. I. OlnessY. OnelM. OrtinoJ. OsborneP. OslandT. OttoK. Y. OyulmazA. OzansoyV. ÖzcanK. ÖzdemirC. E. PagliaroneH. F. Pais da SilvaE. PalmieriL. PalumboA. PampaloniR. -Q. PanM. PanareoO. PanellaG. PanicoG. PanizzoA. A. PankovV. PantsyrnyC. G. PapadopoulosA. PapaefstathiouY. PapaphilippouM. A. ParkerV. ParmaM. PasqualiS. K. PatraR. PattersonH. PaukkunenF. PaussS. PeggsJ. -P. PenttinenG. PeónE. E. PerepelkinE. PerezJ. C. PerezG. PerezF. PérezE. Perez CodinaJ. Perez MoralesM. PerfilovH. PerneggerM. PeruzziC. PesK. PetersS. PetraccaF. PetrielloL. PezzottiS. PfeifferF. PiccininiT. PieloniM. PieriniH. PikhartovaG. PikursE. PilicerP. PiminovC. PiraR. PittauW. PłaczekM. PlaggeT. PlehnM. -A. PleierM. PłoskońM. PodeurH. PodlechT. PodzornyL. PoggioliA. PoironG. PoleselloM. Poli LenerA. PoliniJ. PolinskiS. M. PolozovL. PonceM. PontL. PontecorvoT. PortaluriK. PotamianosC. PrasseM. PrausaA. PreinerstorferE. PrematT. PriceM. PrimaveraF. PrinoM. PrioliJ. ProudfootA. ProvinoT. PugnatN. PukhaevaS. PuławskiD. PulikowskiG. PunziM. PuttiA. PyarelalH. QuackM. QuispeA. RacioppiH. RafiqueV. RaginelM. RaidalN. S. Ramírez-UribeM. J. Ramsey-MusolfR. RataP. RatoffF. RavottiP. Rebello TelesM. ReboudS. RedaelliE. RennerA. E. Rentería-OlivoM. RescignoJ. ReuterA. RibonA. M. RicciW. RieglerS. RiemannB. RiemannT. RiemannJ. M. RiffletR. A. RimmerR. RinaldesiL. RinolfiO. Rios RubirasT. RisseladaA. RivettiL. RivkinT. RizzoT. RobensF. RobertA. J. RobsonE. RochepaultC. RodaG. RodrigoM. Rodríguez-CahuantziC. RoganM. RoigS. Rojas-TorresJ. RojoG. RolandiG. RolandoP. RoloffA. RomanenkoA. RomanovF. RoncaroloA. Rosado SanchezG. RosazL. RossiA. RossiR. RossmanithB. RoussetC. RoyonX. RuanI. RuehlV. Ruhlmann-KleiderR. RuizL. RumyantsevR. RuprechtA. I. RyazanovA. SabaR. SadykovD. Saez de JaureguiM. SahinB. SailerM. SaitoF. SalaG. P. SalamJ. Salfeld-NebgenC. A. SalgadoS. SaliniJ. M. SalleseT. SalmiA. SalzburgerO. A. SampayoS. SanfilippoJ. SantiagoE. SantopintoR. SantoroA. Sanz UllX. SarasolaI. H. SarpünM. SauvainS. SavelyevaR. SawadaG. F. R. SborliniA. SchafferM. SchaumannM. SchenkC. ScheuerleinI. SchienbeinK. SchlengaH. SchmicklerR. SchmidtD. SchoerlingA. SchoningT. Schörner-SadeniusM. SchottD. SchulteP. SchwallerC. SchwanenbergerP. SchwemlingN. SchwergL. ScibileA. SciutoE. ScomparinC. SebastianiB. SeeberM. SegretiP. SelvaM. SelvaggiC. SenatoreA. SenolL. SerinM. SerlucaN. SerraA. SeryiL. SestiniA. SfyrlaM. ShaposhnikovE. ShaposhnikovaB. Y. SharkovD. ShatilovJ. SheltonV. ShiltsevI. P. ShipseyG. D. ShirkovA. ShivajiD. ShwartzT. SianS. SidorovA. SiemkoL. SilvestriniN. SimandF. SimonB. K. SinghA. SiódmokY. SiroisE. SirtoriR. SirvinskaiteB. SitarT. SjöstrandP. SkandsE. SkordisK. SkovpenM. SkrzypekE. SladeP. SlavichR. SlovakV. SmalukV. SmirnovW. SnoeysL. SoffiP. SollanderO. SolovyanovH. K. SoltveitH. SongP. SopickiM. SorbiL. SpallinoM. SpannowskyB. SpataroP. SphicasH. SpiesbergerP. SpillerM. SpiraT. SrivastavaJ. StachelA. StakiaJ. L. StanyardE. StarchenkoA. Y. StarikovA. M. StaśtoM. StateraR. SteerenbergJ. SteggemannA. StenvallF. StivanelloD. StöckingerL. S. StoelM. Stöger-PollachB. StraussM. StuartG. StupakovS. SuA. SubletK. SugitaL. SulakM. K. SullivanS. SultansoyT. SumidaK. SuzukiG. SylvaM. J. SyphersA. SznajderM. TaborelliN. A. TahirM. TakeuchiE. Tal HodC. TambascoJ. TanakaK. TangI. TapanS. TaroniG. F. TartarelliG. TassielliL. TavianT. M. TaylorG. N. TaylorA. M. TeixeiraG. Tejeda-MuñozV. I. TelnovR. TenchiniH. H. J. ten KateK. TerashiA. TesiM. TestaC. TetrelD. TeytelmanJ. ThalerA. ThammS. ThomasM. T. TiirakariV. TikhomirovD. TikhonovH. TimkoV. TisserandL. M. TkachenkoJ. TkaczukJ. P. TockB. ToddE. TodescoR. Tomás GarciaD. TommasiniG. TonelliF. ToralT. TorimsR. TorreZ. TownsendR. TrantD. TreilleL. TrentadueA. TricoliA. TricomiW. TrischukI. S. TropinB. TuchmingA. A. TudoraB. TurbiarzI. Turk CakirM. TurriT. TydecksJ. UsovitschJ. UythovenR. VaglioA. ValassiF. ValchkovaM. A. Valdivia GarciaP. ValenteR. U. ValenteA. -M. Valente-FelicianoG. ValentinoL. Vale SilvaJ. M. ValetR. ValizadehJ. W. F. ValleS. VallecorsaG. ValloneM. van LeeuwenU. H. van RienenL. van Riesen-HauptM. VarastehL. VecchiP. VedrineG. VelevR. VenessA. VenturaW. Venturini DelsolaroM. VerducciC. B. VerhaarenC. VernieriA. P. VerweijO. VerwilligenO. ViazloA. ViciniG. ViehhauserN. VignaroliM. VignoloA. VitranoI. VivarelliS. VlachosM. VogelD. M. VogtV. VölklP. VolkovG. VolpiniJ. von AhnenG. VorotnikovG. G. VoutsinasV. VysotskyU. WagnerR. WallnyL. -T. WangR. WangK. WangB. F. L. WardT. P. WatsonN. K. WatsonZ. WsC. WeilandS. WeinzierlC. P. WelschJ. WenningerM. WidorskiU. A. WiedemannH. -U. WienandsG. WilkinsonP. H. WilliamsA. WinterA. WohlfahrtT. WojtońD. WollmannJ. WomersleyD. WoogX. WuA. WulzerM. K. YanehsariG. YangH. J. YangW. -M. YaoE. YazganV. YermolchikA. YilmazA. YilmazH. -D. YooS. A. YostT. YouC. YoungT. -T. YuF. YuA. ZaborowskaS. G. ZadehM. ZahndM. ZanettiL. ZanottoL. ZawiejskiP. ZeilerM. ZerlauthS. M. ZernovG. Zevi Dell PortaZ. ZhangY. ZhangC. ZhangH. ZhangZ. ZhaoY. -M. ZhongJ. ZhouD. ZhouP. ZhuangG. ZickF. ZimmermannEmail authorJ. Zinn-JustinL. ZivkovicA. V. ZlobinM. ZobovJ. ZupanJ. Zuritathe FCC Collaboration, In response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the fourth volume of the FCC Conceptual Design Report, devoted to the High-Energy Large Hadron Collider HE-LHC. It summarizes the HE-LHC physics discovery opportunities, presents the HE-LHC accelerator design, performance reach, and operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the HE-LHC design aims at a hadron collider with about twice the centre-of-mass collision energy that the LHC can reach. Its performance aims at exploring physics beyond the Standard Model, signi cantly extending the LHC's direct and indirect sensitivity to new physics and discoveries.

Published
2020
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28. Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC

Author

William Severa, Srideep Musuvathy, Felix Wang, Craig M. Vineyard, Suma Cardwell, Frances S. Chance, James B. Aimone, Corinne Teeter, and Frederick H. Rothganger

Subjects
Co-design, 0303 health sciences, Computer science, Emerging technologies, Node (networking), 02 engineering and technology, 020202 computer hardware & architecture, 03 medical and health sciences, Neuromorphic engineering, Computer architecture, 0202 electrical engineering, electronic engineering, information engineering, Leverage (statistics), 030304 developmental biology, Neuromorphic hardware
Abstract

Future high-performance computing (HPC) platforms increasingly depend on heterogeneous node architectures to meet power and performance requirements. While modern HPC design largely incorporates GPUs with CPU resources, there is potential to further integrate novel forms of computing. The ability to leverage efficient, non-conventional computing technologies would be a fundamentally disruptive development in advancing HPC. Neuromorphic computing is such an emerging technology, which would interest the HPC community, due to its potential for implementing large-scale calculations with an extremely low power footprint. We will explore the example of mapping the connectome of the brain to illustrate advantages of using a heterogeneous system that incorporates neuromorphic hardware.

Published
2020
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30. Dual Elegy

Author

Robert S. Chance

Subjects
Sociology and Political Science, Social Sciences (miscellaneous)
Published
2020
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32. Rapid autonomous marine 4D (RAM4D): Developing unmanned 4D seismic surveys

Author

T. Marzolf, S. Chance, Kees Hornman, Jorge Lopez, J. Jurisich, B. Anderson, Paul Hatchell, Koen Bröker, T. Hibben, R. Shute, David Chalenski, and Samantha Grandi

Subjects
010504 meteorology & atmospheric sciences, 010502 geochemistry & geophysics, 01 natural sciences, Geology, 0105 earth and related environmental sciences
Published
2018
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33. Retinal-Inspired Algorithms for Detection of Moving Objects

Author

Christina E. Warrender and Frances S. Chance

Subjects
Retina, genetic structures, Computer science, business.industry, Mechanism (biology), Motion detection, Image processing, medicine.anatomical_structure, Neuromorphic engineering, Lateral inhibition, medicine, Clutter, Preprocessor, Computer vision, sense organs, Artificial intelligence, business
Abstract

The retina plays an important role in animal vision --- namely preprocessing visual information before sending it to the brain through the optic nerve. Understanding how the retina does this is of particular relevance for development and design of neuromorphic sensors, especially those focused towards image processing. Our research focuses on examining mechanisms of motion processing in the retina. We are specifically interested in detection of moving targets under challenging conditions, specifically small or low-contrast (dim) targets amidst high quantities of clutter or distractor signals. In this paper we compare a classic motion-sensitive cell model, the Hassenstein-Reichardt model, to a model of the OMS (object motion-sensitive) cell, that relies primarily on change-detection, and describe scenarios for which each model is better suited. We also examine mechanisms, inspired by features of retinal circuitry, by which performance may be enhanced. For example, lateral inhibition (mediated by amacrine cells) conveys selectivity for small targets to the W3 ganglion cell --- we demonstrate that a similar mechanism can be combined with the previously mentioned motion-processing cell models to select small moving targets for further processing.

Published
2018
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34. Case study: Reaction scale-up leads to incident involving bromine and acetone

Author

Brandon S. Chance

Subjects
Chemical Health and Safety, Bromine, Inorganic chemistry, Environmental engineering, chemistry.chemical_element, 02 engineering and technology, General Chemistry, 010402 general chemistry, 021001 nanoscience & nanotechnology, 01 natural sciences, 0104 chemical sciences, chemistry.chemical_compound, Solid substrate, chemistry, SCALE-UP, Acetone, sense organs, skin and connective tissue diseases, 0210 nano-technology
Abstract

Even the most mundane changes to a published procedure can lead to laboratory accidents. This case study examines an incident that occurred when a researcher scaled up a reaction and modified the final step in a reaction workup by using acetone instead of water to wash a solid substrate. This scale-up and change in washing procedure small change led to an instantaneous reaction with residual bromine resulting in minor injuries to the researcher.

Published
2016
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35. Lymphedema Within the Healthcare System

Author

Janet S. Chance-Hetzler, Ya-Chen Tina Shih, Yuanlu April Sun, Jane M. Armer, Nathan C. Armer, Pamela L. Ostby, and Joseph L. Feldman

Subjects
Chronic condition, medicine.medical_specialty, biology, business.industry, medicine.disease, humanities, body regions, Lymphedema, hemic and lymphatic diseases, Toll, biology.protein, medicine, Intensive care medicine, business, Psychosocial, Healthcare system
Abstract

Lymphedema impacts psychological, psychosocial, and physiological aspects in the person experiencing this chronic condition. Lymphedema symptoms and the burden of their management further exact an economic toll on individuals, families, society, and the healthcare system. A review of the published literature addressing lymphedema costs, outcomes, and impacts is summarized, with recommendations on approaches to enhance patient outcomes in the millions affected and temper economic sequelae.

Published
2017
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36. Challenges and insights of creating a safety program abroad

Author

G. Benjamin Cieslinski, Marne Smith, and Brandon S. Chance

Subjects
Engineering, Student population, Chemical Health and Safety, business.industry, media_common.quotation_subject, General Chemistry, Public relations, Management, Academic institution, Preparedness, Duty of care, Institution, business, media_common
Abstract

Establishing business and academic endeavors abroad is an exciting and extremely challenging undertaking. This is especially true when setting up ventures that have the complications of an academic institution complete with world-class research laboratories and a diversified faculty, staff and student population from over 50 countries. This article will take the readers through many of the challenges associated with setting up an institution abroad from the start-up to the fully operational phases. The authors will examine an expanded view on “Duty of Care”, security challenges, hazardous material experiences, cultural challenges, and crisis preparedness programs; all while giving a first hand account of tackling these different issues far removed from the parent campus.

Published
2013
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37. Charge-transfer piperazine-containing polymeric systems via ring-opening metathesis polymerization

Author

Brandon S. Chance, Adel Mostafa, Hassan S. Bazzi, Anjali Nair, and Chayanant Hongfa

Subjects
chemistry.chemical_classification, Polymers and Plastics, Chemistry, Organic Chemistry, ROMP, Polymer, Electron acceptor, Metathesis, Piperazine, chemistry.chemical_compound, Monomer, Polymerization, Polymer chemistry, Materials Chemistry, Ring-opening metathesis polymerisation
Abstract

This article describes the synthesis of piperazine-containing homopolymer systems via ring-opening metathesis polymerization (ROMP). These systems were subsequently used as electron donors in the formation of charge-transfer (CT) complexes. Using exo-N-(6-bromohexyl)-7-oxabicyclo[2.2.1]hept-5-ene-2,3-dicarboxamide as a starting material, monomers were synthesized to act as electron donors. The amine group at the "open" end of the piperazine was either left open or alkylated with various alkyl groups. The monomers' ability to act as electron donors and their polymerization rates were studied. After initial photometric titration studies using 2,3-dichloro-5,6-dicyanobenzoquinone (DDQ) as an electron acceptor proved that these monomers would act as electron donors, they were subsequently polymerized into homopolymers via ROMP. The experimental results showed that a methanol:chloroform mixed solvent system enhanced the rate of polymerization over a single solvent (chloroform) system. Studies also showed that the alkylated piperazine-containing monomer had a faster rate of polymerization than the secondary piperazine monomer. These monomers were used to make piperazine-containing homopolymers via ROMP and the resulting polymers, like the monomers, also functioned as electron donors. Potential functions of these polymers include electronics, solar cells, optical systems, and biological applications.

Published
2009
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38. Gain Modulation of Neuronal Responses by Subtractive and Divisive Mechanisms of Inhibition

Author

Aslı Ayaz and Frances S. Chance

Subjects
Neurons, Subtractive color, Physiology, Mechanism (biology), Surround suppression, General Neuroscience, Models, Neurological, Neural Inhibition, Inhibitory postsynaptic potential, Biophysical Phenomena, medicine.anatomical_structure, Modulation, Cerebral cortex, Synapses, Neuronal tuning, Excitatory postsynaptic potential, medicine, Animals, Nerve Net, Psychology, Neuroscience
Abstract

Gain modulation of neuronal responses is widely observed in the cerebral cortex of both anesthetized and behaving animals. Does this multiplicative effect on neuronal tuning curves require underlying multiplicative mechanisms of integration? We compare the effects of a divisive mechanism of inhibition (noisy excitatory and inhibitory synaptic inputs) with the effects of two subtractive mechanisms (shunting conductance and hyperpolarizing current) on the tuning curves of a model cortical neuron. We find that, although the effects of subtractive inhibition can appear nonlinear, they are accompanied by a change in response threshold and are best described as a vertical shift along the response axis. Increasing noisy synaptic activity divisively scales the model responses, reproducing a response-gain control effect. When mutual inhibition between subpopulations of local neurons is included, the model exhibits a gain modulation effect that is better described as input-gain control. We apply these findings to experimental data by examining how noisy synaptic input may underlie divisive surround suppression and attention-driven gain modulation of neuronal responses in the visual system.

Published
2009
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39. 'Click'-Based Covalent Layer-by-Layer Assembly on Polyethylene Using Water-Soluble Polymeric Reagents

Author

Brandon S. Chance and David E. Bergbreiter

Subjects
chemistry.chemical_classification, Polymers and Plastics, Organic Chemistry, Alkyne, Polymer, Inorganic Chemistry, chemistry.chemical_compound, chemistry, Covalent bond, 1,3-Dipolar cycloaddition, Polymer chemistry, Materials Chemistry, Click chemistry, Surface modification, Self-assembly, Azide
Abstract

The use of copper(I)-catalyzed “click” reactions of azides and alkynes for covalent layer-by-layer grafting on polyethylene is described. Water-soluble poly(N-alkylacrylamide) copolymers that contain pendant azide or alkyne groups that can be thermally separated from aqueous solutions were used to alternately “click” together azide and alkyne polymers via 1,2,3-triazole formation onto a prefunctionalized alkyne-containing surface. The layer-by-layer self-assembly process proceeds under ambient conditions and was followed by ATR-IR spectroscopy using control reactions to show that azide groups and copper catalysis are required for the assembly process. Post-graft functionalization of the hyperbranched assembly is used to demonstrate that the functional interfaces so formed can be further derivatized for other functions.

Published
2007
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40. Receiver Operating Characteristic (ROC) Analysis for Characterizing Synaptic Efficacy

Author

Frances S. Chance

Subjects
Membrane potential, Communication, Models, Statistical, Receiver operating characteristic, Physiology, Noise (signal processing), business.industry, General Neuroscience, Models, Neurological, Excitatory Postsynaptic Potentials, Membrane Potentials, Electrophysiology, ROC Curve, Postsynaptic potential, Synapses, Excitatory postsynaptic potential, sense organs, Sensitivity (control systems), skin and connective tissue diseases, Psychology, business, Neuroscience, Algorithms, Event (probability theory)
Abstract

The role of background synaptic activity in cortical processing has recently received much attention. How do individual neurons extract information when embedded in a noisy background? When examining the impact of a synaptic input on postsynaptic firing, it is important to distinguish a change in overall firing probability from a true change in neuronal sensitivity to a particular input (synaptic efficacy) that corresponds to a change in detection performance. Here we study the impact of background synaptic input on neuronal sensitivity to individual synaptic inputs using receiver operating characteristic (ROC) analysis. We use the area under the ROC curve as a measure of synaptic efficacy, here defined as the ability of a postsynaptic action potential to identify a particular synaptic input event. An advantage of using ROC analysis to measure synaptic efficacy is that it provides a measure that is independent of postsynaptic firing rate. Furthermore, changes in mean excitation or inhibition, although affecting overall firing probability, do not modulate synaptic efficacy when measured in this way. Changes in overall conductance also affect firing probability but not this form of synaptic efficacy. Input noise, here defined as the variance of the input current, does modulate synaptic efficacy, however. This effect persists when the change in input variance is coupled with a change in conductance (as would result from changing background activity).

Published
2007
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41. Calculation of the vacuum Green’s function valid even for high toroidal mode numbers in tokamaks

Author

M. S. Chance, A. D. Turnbull, and P. B. Snyder

Subjects
Numerical Analysis, Physics and Astronomy (miscellaneous), Applied Mathematics, Mathematical analysis, Generating function, Scalar potential, Function (mathematics), Legendre function, Computer Science Applications, Computational Mathematics, symbols.namesake, Modeling and Simulation, Green's function, symbols, Elliptic integral, Direct integration of a beam, Complex plane, Mathematics
Abstract

The present evaluation of the Green's function used for the magnetic scalar potential in vacuum calculations for axisymmetric geometry has been found to be deficient even for moderately high, n, the toroidal mode number. This is relevant to the edge localized peeling-ballooning modes calculated by gato, pest and other mhd stability codes. The deficiency was due to the loss of numerical precision arising from the upward recursion relation used for generating the functions from the values at n=0 from the complete elliptic integrals of the first and second kinds. To ameliorate this, a direct integration of the integral representation of the function is crafted to achieve the necessary high accuracy for moderately high mode numbers, with due consideration to the singular behavior of the integrand involved. At higher mode numbers the loss of numerical precision due to cancellations from the oscillatory behavior of the integrand is further avoided by judiciously deforming the integration contour into the complex plane to obtain a new integral representation for the Green's function. Near machine precision, roughly 12-16 digits, can be achieved by using a combination of these techniques. The relation to the associated Legendre functions, as well as a novel integral representation of these are also described.

Published
2007
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42. Prospective Lymphedema Surveillance in a Clinic Setting

Author

Rebecca Ewing, Maggie Van Loo, Bob R. Stewart, Jane M. Armer, Blake Anderson, Janet S. Chance-Hetzler, and Robin Harris

Subjects
medicine.medical_specialty, Pediatrics, Referral, Medicine (miscellaneous), lcsh:Medicine, Article, Breast cancer, cost, medicine, Retrospective analysis, Prospective cohort study, skin and connective tissue diseases, Potential impact, business.industry, lcsh:R, lymphedema, medicine.disease, humanities, Cost savings, Surgery, body regions, Lymphedema, Lower threshold, surveillance, referral, business
Abstract

The potential impact of breast cancer-related lymphedema (LE) is quite extensive, yet it often remains under-diagnosed until the later stages. This project examines the effectiveness of prospective surveillance in post-surgical breast cancer patients. A retrospective analysis of 49 out of 100 patients enrolled in a longitudinal prospective study at a Midwestern breast center evaluates: (1) time required for completion of bilateral limb measurements and Lymphedema Breast Cancer Questionnaire (LBCQ), (2) referral to LE management with limb volume increase (LVI) and/or LBCQ symptoms, and (3) cost of LE management at lower LVI (≥5%–≤10%) versus traditional (≥10%). Findings revealed a visit timeframe mean of 40.3 min (range = 25–60), 43.6% of visits were ≤30-min timeframe. Visit and measurement times decreased as clinic staff gained measurement experience, measurement time mean was 17.9 min (range = 16.9–18.9). LBCQ symptoms and LVI were significantly (p &lt, 0.001) correlated to LE referral, six of the nine patients referred (67%) displayed both LBCQ symptoms/LVI. Visits with no symptoms reported did not result in referral, demonstrating the importance of using both indicators when assessing early LE. Lower threshold referral provides compelling evidence of potential cost savings over traditional threshold referral with reported costs of: $3755.00 and $6353.00, respectively (40.9% savings).

Published
2015
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43. Critical β analyses with ferromagnetic and plasma rotation effects and wall geometry for a high 𝛃 steady state tokamak

Author

Makoto Matsukawa, Ming-Sheng Chu, Y. Miura, S. Sakurai, Masafumi Azumi, Takahisa Ozeki, Hiroshi Tamai, G.A. Navratil, S. Ishida, T. Tuda, J.M. Bialek, G. Kurita, and M. S. Chance

Subjects
Nuclear and High Energy Physics, Tokamak, Materials science, Toroid, Condensed matter physics, Magnetic confinement fusion, Plasma, Dissipation, Kink instability, Condensed Matter Physics, law.invention, Alfvén wave, Ferromagnetism, Physics::Plasma Physics, law
Abstract

The critical beta, which is limited by an external kink mode with Alfven wave time scale, is shown to be decreased by ferromagnetic effect by about 8% for μ/μ0 ~ 2 where μ and μ0 denote the permeability of a ferromagnetic wall and vacuum, respectively, for a tokamak of aspect ratio 3. The existence of the stability window in the wall distance for resistive wall mode opened by the effects of both the toroidal plasma rotation and the plasma dissipation, which was not observed for the high aspect ratio tokamak, is found for the tokamak of aspect ratio 3. The effect of ferromagnetism on them is also investigated. The critical beta analyses of the National Centralized Tokamak (NCT) plasma using the VALEN code are started by stabilizing plate and vacuum vessel geometry with finite resistivity, and the results of the passive effect of the stabilizing plate are obtained. The calculations including the stabilizing effect of the vacuum vessel and also active feedback control are performed for a design of the NCT plasma.

Published
2006
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44. Control of the resistive wall mode with internal coils in the DIII–D tokamak

Author

J.M. Bialek, M. Takechi, G.L. Jackson, P. Gohil, Yueqiang Liu, A. D. Turnbull, O. Katsuro-Hopkins, Anders Bondeson, Torkil H. Jensen, J. T. Scoville, Gerald Navratil, R. Hatcher, Jonathan Menard, R. J. Jayakumar, E. J. Strait, M. A. Makowski, Am Garofalo, Ming-Sheng Chu, J. S. Kim, J. Manickam, R.J. La Haye, M. Okabayashi, M. S. Chance, H. Reimerdes, and Yongkyoon In

Subjects
Nuclear and High Energy Physics, Resistive touchscreen, Tokamak, DIII-D, Magnetic confinement fusion, Mechanics, Kink instability, Condensed Matter Physics, Instability, law.invention, Bootstrap current, Nuclear magnetic resonance, law, Beta (plasma physics)
Abstract

Internal coils, 'I-Coils', were installed inside the vacuum vessel of the DIII-D device to generate non-axisymmetric magnetic fields to act directly on the plasma. These fields are predicted to stabilize the resistive wall mode (RWM) branch of the long-wavelength external kink mode with plasma beta close to the ideal wall limit. Feedback using these I-Coils was found to be more effective as compared to using external coils located outside the vacuum vessel. Locating the coils inside the vessel allows for a faster response and the coil geometry also allows for better coupling to the helical mode structure. Initial results were reported previously (Strait E.J. et al 2004 Phys. Plasmas 11 2505). This paper reports on results from extended feedback stabilization operations, achieving plasma parameters up to the regime of Cβ ≈ 1.0 and open loop growth rates of γopenτw ≳ 25 where the RWM was predicted to be unstable with only the 'rotational viscous stabilization mechanism'. Here Cβ ≈ (β - βno-wall.limit)/(βideal.wall.limit - βno-wall.limit) is a measure of the beta relative to the stability limits without a wall and with a perfectly conducting wall, and τw is the resistive flux penetration time of the wall. These feedback experimental results clarified the processes of dynamic error field correction and direct RWM stabilization, both of which took place simultaneously during RWM feedback stabilization operation. MARS-F modelling provides a critical rotation velocity in reasonable agreement with the experiment and predicts that the growth rate increases rapidly as rotation decreases below the critical. The MARS-F code also predicted that for successful RWM magnetic feedback, the characteristic time of the power supply should be limited to a fraction of the growth time of the targeted RWM. The possibility of further improvements in the presently achievable range of operation of feedback gain values is also discussed.

Published
2005
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45. Measurement of resistive wall mode stability in rotating high-β DIII-D plasmas

Author

Yueqiang Liu, P. Gohil, Jonathan Menard, H. Reimerdes, Am Garofalo, H. Takahashi, J.S. Kim, J.M. Bialek, Torkil H. Jensen, G.L. Jackson, Gerald Navratil, J. T. Scoville, E. J. Strait, M. S. Chance, Yongkyoon In, D. D. Szymanski, Ming-Sheng Chu, R.J. La Haye, R. J. Jayakumar, and M. Okabayashi

Subjects
Physics, Nuclear and High Energy Physics, Resistive touchscreen, Tokamak, DIII-D, Magnetic confinement fusion, Plasma, Mechanics, Acoustic wave, Condensed Matter Physics, law.invention, Classical mechanics, Physics::Plasma Physics, law, Physics::Space Physics, Magnetohydrodynamic drive, Magnetohydrodynamics
Abstract

Toroidal plasma rotation of the order of a few per cent of the Alfven velocity can stabilize the resistive wall mode (RWM) and extend the operating regime of tokamaks from the conventional, ideal magnetohydrodynamic (MHD) no-wall limit up to the ideal MHD ideal-wall limit. The stabilizing effect has been measured in DIII-D passively by measuring the critical plasma rotation required for stability and actively by probing the plasma with externally applied resonant magnetic fields. The comparison of these measurements to predictions of rotational stabilization of the sound wave damping and of the kinetic damping model using the MARS-F code results in qualitative agreement, but also indicates the need for further refinement of the measurements and models.

Published
2005
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46. Resistive wall mode stabilization with internal feedback coils in DIII-D

Author

Am Garofalo, M. S. Chance, Ming-Sheng Chu, Torkil H. Jensen, D. H. Edgell, L.L. Lao, R.J. La Haye, Diii-D Team, G.A. Navratil, J.M. Bialek, O. Katsuro-Hopkins, J.S. Kim, G.L. Jackson, R. J. Jayakumar, M. A. Makowski, H. Reimerdes, I. N. Bogatu, A. D. Turnbull, M. Okabayashi, E. J. Strait, and J. T. Scoville

Subjects
Physics, Resistive touchscreen, Tokamak, Field (physics), DIII-D, law, Beta (plasma physics), Mechanics, Kink instability, Magnetohydrodynamics, Condensed Matter Physics, Rotation, law.invention
Abstract

A set of twelve coils for stability control has recently been installed inside the DIII-D [J. L. Luxon, Nucl. Fusion 42, 614 (2002)] vacuum vessel, offering faster time response and a wider range of applied mode spectra than the previous external coils. Stabilization of the n=1 ideal kink mode is crucial to many high beta, steady-state tokamak scenarios. A resistive wall converts the kink to a slowly growing resistive wall mode (RWM). With feedback-controlled error field correction, rotational stabilization of the RWM has been sustained for more than 2.5 s. Using the internal coils, the required correction field is smaller than with the external coils, consistent with a better match to the mode spectrum of the error field. Initial experiments in direct feedback control have stabilized the RWMs at higher beta and lower rotation than could be achieved by the external coils in similar plasmas, in qualitative agreement with numerical modeling. The new coils have also allowed wall stabilization in plasmas with...

Published
2004
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47. Modeling of feedback and rotation stabilization of the resistive wall mode in tokamaks

Author

Ming-Sheng Chu, A.M. Garofalo, L.L. Lao, G.L. Jackson, Yueqiang Liu, R.J. La Haye, J. T. Scoville, E. J. Strait, H. Remierdes, G.A. Navratil, Anders Bondeson, M. S. Chance, Alan H. Glasser, and M. Okabayashi

Subjects
Physics, Thermonuclear fusion, Tokamak, Plasma, Mechanics, Dissipation, Condensed Matter Physics, Rotation, law.invention, Physics::Plasma Physics, Normal mode, law, Physics::Space Physics, Magnetohydrodynamics, Atomic physics, Plasma stability
Abstract

Steady-state operation of the advanced tokamak reactor relies on maintaining plasma stability with respect to the resistive wall mode ~RWM!. Active magnetic feedback and plasma rotation are the two methods proposed and demonstrated for this purpose. A comprehensive modeling effort including both magnetic feedback and plasma rotation is needed for understanding the physical mechanisms of the stabilization and to project to future devices. For plasma with low rotation, a complete solution for the feedback issue is obtained by assuming the plasma obeys ideal magnetohydrodynamics ~MHDs! and utilizing a normal mode approach ~NMA! @M. S. Chu et al., Nucl. Fusion 43, 441 ~2003!#. It is found that poloidal sensors are more effective than radial sensors and coils inside of the vacuum vessel more effective than outside. For plasmas with non-negligible rotation, a comprehensive linear nonideal MHD code, the MARS-F has been found to be suitable. MARS-F @Y. Q. Liu et al., Phys. Plasmas 7, 3681 ~2000!# has been benchmarked in the ideal MHD limit against the NMA. The effect of rotation stabilization of the plasma depends on the plasma dissipation model. Broad qualitative features of the experiment are reproduced. Rotation reduces the feedback gain required for RWM stabilization. Reduction is significant when rotation is near the critical rotation speed needed for stabilization. The International Thermonuclear Experimental Reactor ~ITER! @R. Aymar et al., Plasma Phys. Controlled Fusion 44, 519 ~2002!# ~scenario IV for advanced tokamak operation! may be feedback stabilized with babove the no wall limit and up to an increment of ;50% towards the ideal limit. Rotation further improves the stability.

Published
2004
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48. Normal mode approach to modelling of feedback stabilization of the resistive wall mode

Author

M. Okabayashi, Alan H. Glasser, Ming-Sheng Chu, and M. S. Chance

Subjects
Physics, Nuclear and High Energy Physics, Resistive touchscreen, Tokamak, Time constant, Magnetic confinement fusion, Mechanics, Condensed Matter Physics, law.invention, Normal mode, law, Nyquist plot, Excitation, Marginal stability
Abstract

Feedback stabilization of the resistive wall mode (RWM) of a plasma in a general feedback configuration is formulated in terms of the normal modes of the plasma-resistive wall system. The growth/damping rates and the eigenfunctions of the normal modes are determined by an extended energy principle for the plasma during its open (feedback) loop operation. A set of equations are derived for the time evolution of these normal modes with currents in the feedback coils. The dynamics of the feedback system is completed by the prescription of the feedback logic. The feasibility of the feedback is evaluated by using the Nyquist diagram method or by solving the characteristic equations. The elements of the characteristic equations are formed from the growth and damping rates of the normal modes, the sensor matrix of the perturbation fluxes detected by the sensor loops, the excitation matrix of the energy input to the normal modes by the external feedback coils, and the feedback logic. (The RWM is also predicted to be excited by an external error field to a large amplitude when it is close to marginal stability.) This formulation has been implemented numerically and applied to the DIII-D tokamak. It is found that feedback with poloidal sensors is much more effective than feedback with radial sensors. Using radial sensors, increasing the number of feedback coils from a central band on the outboard side to include an upper and a lower band can substantially increase the effectiveness of the feedback system. The strength of the RWM that can be stabilized is increased from γτw = 1 to 30 (γ is the growth rate of the RWM in the absence of feedback and τw is the resistive wall time constant) Using poloidal sensors, just one central band of feedback coils is sufficient for the stabilization of the RWM with γτw = 30.

Published
2003
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49. Modelling of feedback and rotation stabilization of the resistive wall mode in tokamaks

Author

S. C. Guo, D.A. Humphreys, A. D. Turnbull, H. Reimerdes, Ming-Sheng Chu, D. H. Edgell, L.L. Lao, M. Okabayashi, R.J. La Haye, M. S. Chance, Vincent Chan, Alan H. Glasser, F.W. Perkins, M.L. Walker, E. J. Strait, Torkil H. Jensen, H.E. St. John, S. K. Wong, E. Soon, J.S. Kim, G.A. Navratil, and Am Garofalo

Subjects
Physics, Nuclear and High Energy Physics, Resistive touchscreen, Tokamak, Toroid, Magnetic confinement fusion, Mechanics, Condensed Matter Physics, Rotation, Neutral beam injection, law.invention, Physics::Plasma Physics, law, Normal mode, Atomic physics, Plasma stability
Abstract

This paper describes the modelling of the feedback control and rotational stabilization of the resistive wall mode (RWM) in tokamaks. A normal mode theory for the feedback stabilization of the RWM has been developed for an ideal plasma with no toroidal rotation. This theory has been numerically implemented for general tokamak geometry and applied to the DIII-D tokamak. A general formulation is further developed for the feedback stabilization of a tokamak with toroidal rotation and plasma dissipation. It has been used to understand the role of the external resonant field in affecting the plasma stability and compared with the resonant field amplification phenomenon observed in DIII-D. The effectiveness of a differentially rotating resistive wall in stabilizing the RWM has also been studied numerically. It is found that for a non-circular tokamak, a wide range of flow patterns are all effective. The structure of the RWM predicted from ideal MHD theory has been compared with signals from various diagnostics. It is also projected that based on DIII-D results scaled up to the ITER-FEAT, 33 MW of 1 MeV negative neutral beam injection will be able to sustain plasma rotation sufficient to stabilize the RWM without relying on feedback.

Published
2003
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50. Stabilization of the resistive wall mode in DIII–D by plasma rotation and magnetic feedback

Author

M Okabayashi, J Bialek, M S Chance, M S Chu, E D Fredrickson, A M Garofalo, R Hatcher, T H Jensen, L C Johnson, R J La Haye, G A Navratil, H Reimerdes, J T Scoville, E J Strait, A D Turnbull, M L Walker, and the DIII–D Team

Subjects
Physics, Tokamak, DIII-D, Magnetic confinement fusion, Atmospheric-pressure plasma, Plasma, Mechanics, Kink instability, Condensed Matter Physics, Instability, law.invention, Physics::Fluid Dynamics, Classical mechanics, Nuclear Energy and Engineering, Physics::Plasma Physics, law, Magnetohydrodynamics
Abstract

Suppression of the resistive wall mode (RWM) has been successfully demonstrated in the DIII–D tokamak by using rotational stabilization in conjunction with a close-fitting vacuum vessel wall. The duration of the high-pressure discharge was extended to hundreds of times the wall skin time. Frequently, the plasma pressure reached the ideal-wall magnetohydrodynamic (MHD) kink limit. The confined pressure is up to twice as high as the no-wall ideal MHD kink limit. Near its marginal stability point, the RWM is found to resonate with residual non-axisymmetric fields (e.g. components of the error field). A magnetic feedback system has been used to identify and compensate for the residual non-axisymmetric fields. This is to the best of our knowledge, the first demonstration of the sustainment of a stable plasma with pressure at levels well above the no-wall pressure limit. This technique is expected to be applicable to other toroidal devices.

Published
2002
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