Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter

Autor: Aamir, M., Acar, B., Adamov, G., Adams, T., Adloff, C., Afanasiev, S., Agrawal, C., Ahmad, A., Ahmed, H. A., Akbar, S., Akchurin, N., Akgul, B., Akgun, B., Akpinar, R. O., Aktas, E., AlKadhim, A., Alexakhin, V., Alimena, J., Alison, J., Alpana, A., Alshehri, W., Dominguez, P. Alvarez, Alyari, M., Amendola, C., Amir, R. B., Andersen, S. B., Andreev, Y., Antoszczuk, P. D., Aras, U., Ardila, L., Aspell, P., Avila, M., Awad, I., Aydilek, O., Azimi, Z., Pretel, A. Aznar, Bach, O. A., Bainbridge, R., Bakshi, A., Bam, B., Banerjee, S., Barney, D., Bayraktar, O., Beaudette, F., Beaujean, F., Becheva, E., Behera, P. K., Belloni, A., Bergauer, T., Besancon, M., Bylund, O. Bessidskaia, Bhatt, L., Bhowmil, D., Blekman, F., Blinov, P., Bloch, P., Bodek, A., Boger, a., Bonnemaison, A., Bouyjou, F., Brennan, L., Brondolin, E., Brusamolino, A., Bubanja, I., Perraguin, A. Buchot, Bunin, P., Misura, A. Burazin, Butler-nalin, A., Cakir, A., Callier, S., Campbell, S., Canderan, K., Cankocak, K., Cappati, A., Caregari, S., Carron, S., Carty, C., Cauchois, A., Ceard, L., Cerci, S., Chang, P. J., Chatterjee, R. M., Chatterjee, S., Chattopadhyay, P., Chatzistavrou, T., Chaudhary, M. S., Chauhan, A., Chen, J. A., Chen, J., Chen, Y., Cheng, K., Cheung, H., Chhikara, J., Chiron, A., Chiusi, M., Chokheli, D., Chudasama, R., Clement, E., Mendez, S. Coco, Coko, D., Coskun, K., Couderc, F., Crossman, B., Cui, Z., Cuisset, T., Cummings, G., Curtis, E. M., D'Alfonso, M., D-hler-ball, J., Dadazhanova, O., Damgov, J., Das, I., DasGupta, S., Dauncey, P., Mendes, A. David Tinoco, Davies, G., Davignon, O., DeLa, P. deBarbaroC., DeSilva, M., DeWit, A., Debbins, P., Defranchis, M. M., Delagnes, E., Devouge, P., Dewangan, C., DiGuglielmo, G., Diehl, L., Dilsiz, K., Dincer, G. G., Dittmann, J., Dragicevic, M., Du, D., Dubinchik, B., Dugad, S., Dulucq, F., Dumanoglu, I., Duran, B., Dutta, S., Dutta, V., Dychkant, A., Dünser, M., Edberg, T., Ehle, I. T., Berni, A. El, Elias, F., Eno, S. C., Erdogan, E. N., Erkmen, B., Ershov, Y., Ertorer, E. Y., Extier, S., Eychenne, L., Fedar, Y. E., Fedi, G., De Almeida, J. P. Figueiredo De De Sá Sousa, Alves, B. A. Fontana Santos Santos, Frahm, E., Francis, K., Freeman, J., French, T., Gaede, F., Gandhi, P. K., Ganjour, S., Garcia-Bellido, A., Gastaldi, F., Gazi, L., Gecse, Z., Gerwig, H., Gevin, O., Ghosh, S., Gill, K., Gleyzer, S., Godinovic, N., Goek, M., Goettlicher, P., Goff, R., Golunov, A., Gonultas, B., Martínez, J. D. González, Gorbounov, N., Gouskos, L., Gray, A., Gray, L., Grieco, C., Groenroos, S., Groner, D., Gruber, A., Grummer, A., Grönroos, S., Guilloux, F., Guler, Y., Gungordu, A. D., Guo, J., Guo, K., Guler, E. Gurpinar, Gutti, H. K., Guvenli, A. A., Gülmez, E., Hacisahinoglu, B., Halkin, Y., Machado, G. Hamilton Ilha, Hare, H. S., Hatakeyama, K., Heering, A. H., Hegde, V., Heintz, U., Hinton, N., Hinzmann, A., Hirschauer, J., Hitlin, D., Hos, İ., Hou, B., Hou, X., Howard, A., Howe, C., Hsieh, H., Hsu, T., Hua, H., Hummer, F., Imran, M., Incandela, J., Iren, E., Isildak, B., Jackson, P. S., Jackson, W. J., Jain, S., Jana, P., Jaroslavceva, J., Jena, S., Jige, A., Jordano, P. P., Joshi, U., Kaadze, K., Kafizov, A., Kalipoliti, L., Tharayil, A. Kallil, Kaluzinska, O., Kamble, S., Kaminskiy, A., Kanemura, M., Kanso, H., Kao, Y., Kapic, A., Kapsiak, C., Karjavine, V., Karmakar, S., Karneyeu, A., Kaya, M., Topaksu, A. Kayis, Kaynak, B., Kazhykarim, Y., Khan, F. A., Khudiakov, A., Kieseler, J., Kim, R. S., Klijnsma, T., Kloiber, E. G., Klute, M., Kocak, Z., Kodali, K. R., Koetz, K., Kolberg, T., Kolcu, O. B., Komaragiri, J. R., Komm, M., Kopsalis, I., Krause, H. A., Krawczyk, M. A., Vinayakam, T. R. Krishnaswamy, Kristiansen, K., Kristic, A., Krohn, M., Kronheim, B., Krüger, K., Kudtarkar, C., Kulis, S., Kumar, M., Kumar, N., Kumar, S., Verma, R. Kumar, Kunori, S., Kunts, A., Kuo, C., Kurenkov, A., Kuryatkov, V., Kyre, S., Ladenson, J., Lamichhane, K., Landsberg, G., Langford, J., Laudrain, A., Laughlin, R., Lawhorn, J., Dortz, O. Le, Lee, S. W., Lektauers, A., Lelas, D., Leon, M., Levchuk, L., Li, A. J., Li, J., Li, Y., Liang, Z., Liao, H., Lin, K., Lin, W., Lin, Z., Lincoln, D., Linssen, L., Litomin, A., Liu, G., Liu, Y., Lobanov, A., Lohezic, V., Loiseau, T., Lu, C., Lu, R., Lu, S. Y., Lukens, P., Mackenzie, M., Magnan, A., Magniette, F., Mahjoub, A., Mahon, D., Majumder, G., Makarenko, V., Malakhov, A., Malgeri, L., Mallios, S., Mandloi, C., Mankel, A., Mannelli, M., Mans, J., Mantilla, C., Martinez, G., Massa, C., Masterson, P., Matthewman, M., Matveev, V., Mayekar, S., Mazlov, I., Mehta, A., Mestvirishvili, A., Miao, Y., Milella, G., Mirza, I. R., Mitra, P., Moccia, S., Mohanty, G. B., Monti, F., Moortgat, F., Murthy, S., Music, J., Musienko, Y., Nabili, S., Nayak, S., Nelson, J. W., Nema, A., Neutelings, I., Niedziela, J., Nikitenko, A., Noonan, D., Noy, M., Nurdan, K., Obraztsov, S., Ochando, C., Ogul, H., Olsson, J., Onel, Y., Ozkorucuklu, S., Paganis, E., Palit, P., Pan, R., Pandey, S., Pantaleo, F., Papageorgakis, C., Paramesvaran, S., Paranjpe, M. M., Parolia, S., Parsons, A. G., Parygin, P., Paulini, M., Paus, C., Peñaló, K., Pedro, K., Pekic, V., Peltola, T., Peng, B., Perego, A., Perini, D., Petrilli, A., Pham, H., Pierre-Emile, T., Podem, S. K., Popov, V., Portales, L., Potok, O., Pradeep, P. B., Pramanik, R., Prosper, H., Prvan, M., Qasim, S. R., Qu, H., Quast, T., Trivino, A. Quiroga, Rabour, L., Raicevic, N., Rajpoot, H., Rao, M. A., Rapacz, K., Redjeb, W., Reinecke, M., Revering, M., Roberts, A., Rohlf, J., Rosado, P., Rose, A., Rothman, S., Rout, P. K., Rovere, M., Rumerio, P., Rusack, R., Rygaard, L., Ryjov, V., Sadivnycha, S., Sahin, M. Ö., Sakarya, U., Salerno, R., Saradhy, R., Saraf, M., Sarbandi, K., Sarkisla, M. A., Satyshev, I., Saud, N., Sauvan, J., Schindler, G., Schmidt, A., Schmidt, I., Schmitt, M. H., Sculac, A., Sculac, T., Sedelnikov, A., Seez, C., Sefkow, F., Selivanova, D., Selvaggi, M., Sergeychik, V., Sert, H., Shahid, M., Sharma, P., Sharma, R., Sharma, S., Shelake, M., Shenai, A., Shih, C. W., Shinde, R., Shmygol, D., Shukla, R., Sicking, E., Silva, P., Simsek, C., Simsek, E., Sirasva, B. K., Sirois, Y., Song, S., Song, Y., Soudais, G., Sriram, S., StJacques, R. R., StahlLeiton, A. G., Steen, A., Stein, J., Strait, J., Strobbe, N., Su, X., Sukhov, E., Suleiman, A., Cerci, D. Sunar, Suryadevara, P., Swain, K., Syal, C., Tali, B., Tanay, K., Tang, W., Tanvir, A., Tao, J., Tarabini, A., Tatli, T., Taylor, R., Taysi, Z. C., Teafoe, G., Tee, C. Z., Terrill, W., Thienpont, D., Thomas, R., Titov, M., Todd, C., Todd, E., Toms, M., Tosun, A., Troska, J., Tsai, L., Tsamalaidze, Z., Tsionou, D., Tsipolitis, G., Tsirigoti, M., Tu, R., Polat, S. N. Tural, Undleeb, S., Usai, E., Uslan, E., Ustinov, V., Vernazza, E., Viahin, O., Viazlo, O., Vichoudis, P., Vijay, A., Virdee, T., Voirin, E., Vojinovic, M., Voytishin, N., Vámi, T. Á., Wade, A., Walter, D., Wang, C., Wang, F., Wang, J., Wang, K., Wang, X., Wang, Y., Wang, Z., Wanlin, E., Wayne, M., Wetzel, J., Whitbeck, A., Wickwire, R., Wilmot, D., Wilson, J., Wu, H., Xiao, M., Yang, J., Yazici, B., Ye, Y., Yetkin, T., Yi, R., Yohay, R., Yu, T., Yuan, C., Yuan, X., Yuksel, O., YushmanoV, I., Yusuff, I., Zabi, A., Zareckis, D., Zarubin, A., Zehetner, P., Zghiche, A., Zhang, C., Zhang, D., Zhang, H., Zhang, J., Zhang, Z., Zhao, X., Zhong, J., Zhou, Y., Zorbilmez, Ç.

A novel method to reconstruct the energy of hadronic showers in the CMS High Granularity Calorimeter (HGCAL) is presented. The HGCAL is a sampling calorimeter with very fine transverse and longitudinal granularity. The active media are silicon sensor

Externí odkaz: http://arxiv.org/abs/2406.11937

LANDMARK comparison of early outcomes of newer-generation Myval transcatheter heart valve series with contemporary valves (Sapien and Evolut) in real-world individuals with severe symptomatic native aortic stenosis: a randomised non-inferiority trial

Autor: Siqueira, Dimytri, Pinto, Ibraim, Cervone, Alberto, Assef, Jorge, Vilela, Andrea, Paladino, Antonio, Ramos, Auristela, Rezende, Mariana, Ghorayeb, Samira, Braga Silva, Tacianne Rolemberg, Gjorgjievska, Savica, Hadzibegovic, Irzal, Jurin, Ivana, Sipic, Tomislav, Pavlovic, Nikola, Rudez, Igor, Manola, Sime, GALLET DE SAINT-AURIN, Romain, BOUKANTAR, Madjid, NICOLAS, Eroan, ENNEZAT, Pierre Valdimir, URIEN, Jean Marie, Vincent, Flavien, Delhaye, Cedric, Denimal, Tom, Cosenza, Alessandro, Pamart, Thibault, Porouchani, Sina, Pontana, Francois, Montaigne, David, Balmette, Vincent, Bechiri, Mohamed, Chen, Elisabeth, Janah, Dany, Renker, Matthias, Westermann, Dirk, Valina, Christian, Ferenc, Miroslaw, Löffelhardt, Nikolaus, Rahimi, Faridun, Breitbart, Philipp, Franke, Kilian, Czerny, Martin, Diab, Nawras, Sick, Peter, Adeishvili, Medea, Mangner, Norman, Haussig, Stephan, Sveric, Krunuslav, Crusius, Lisa, Roehlig, Marie, Koliastasis, Leonidas, Drakopoulou, Maria, Katsaros, Odysseas, Ktenopoulos, Nikolaos, Ioanniadis, Andreas, Evangelou, Sotirios, Ninios, Ilias, Molnar, Levente, Papp, Roland, Arnold-Béla, Ferencz, Demeterné Kiss, Orsolya, Nagy, Andrea, Czimbalmos, Csilla, Pellegrinni, Dario, Montonati, Carolina, Pellicano, Mariano, Guagliumi, Giulio, Tespili, Maurizio, Barbara, Bellini, Filippo, Russo, Marco, Ancona, Ciro, Vella, Luca, Ferri, Eustachio, Agricola, Giacomo, Ingallina, Cannone, Gaspare, Brambilla, Nedy, Testa, Luca, Avondo, Stefano, Valvo, Roberto, Clarke, Robin, Fish, Mandy, Kosowski, Michal, Krawczyk, Magdalena, Kubler, Piotr, Kotwica, Tomasz, Teles, Rui, Gonçalves, Pedro, Raposo, Luis, Brito, Joã, Leal, Silvio, Freitas, Pedro, Ribeiras, Regina, Poliacikova, Petra, Mihailovic, Peter Marko, Terseglav, Simon, Steblovnik, Klemen, Cercek, Miha, Vitez, Luka, Sustersic, Miha, Kovac, Ana, Kogoj, Polonca, Dimitrovska, Ljupka, Arana, J.Raul Delgado, Martinez, Sandra Santos, Dieguez, Alfredo Redondo, Barrero, Alejandro, Gonzalez-Bartol, Esther, Aristizabal, Cristhian, Frutos, Ana Serrador, Luna, Juan Pablo Sanchez, Gomez, Mario Garcia, Gabella, Tania Rodriguez, Nelson, Verónica Quevedo, Medina, Jose Novoa, Ojeda, Soledad, de Lezo, Javier Suarez, Romero, Miguel, Gonzalez-Manzanares, Rafael, Alvarado, Marco, Mesa, Dolores, Perea, Jorge, Petursson, Petur, Alchay, Monér, Andréen, Sofie, Gameren, Menno Van, Heijer, Peter den, Meuwissen, Martijn, CHENG, JIN M., Vos, Jeroen, Schölzel, B.E., Simsek, C, Hubbers, S, Van den Branden, Ben J.L., Stens, NA, Versteeg, GAA, Rooijakkers, MJP, Gehlmann, HR, Verkroost, MWA, Geuzebroek, GSC, Van Wely, MH, Van Geuns, RJ, van Nunen, LX, van Garsse, LAFM, Timmers, L, ten Berg, Jurrien, Kraaijeveld, A.O., Dickinson, M.G., Dessing, T.C., Mokhles, M.M., Baumbach, Andreas, van Royen, Niels, Amat-Santos, Ignacio J, Hudec, Martin, Bunc, Matjaz, Ijsselmuiden, Alexander, Laanmets, Peep, Unic, Daniel, Merkely, Bela, Hermanides, Renicus S, Ninios, Vlasis, Protasiewicz, Marcin, Rensing, Benno J W M, Martin, Pedro L, Feres, Fausto, De Sousa Almeida, Manuel, van Belle, Eric, Linke, Axel, Ielasi, Alfonso, Montorfano, Matteo, Webster, Mark, Toutouzas, Konstantinos, Teiger, Emmanuel, Bedogni, Francesco, Voskuil, Michiel, Pan, Manuel, Angerås, Oskar, Kim, Won-Keun, Rothe, Jürgen, Kristić, Ivica, Peral, Vicente, Garg, Scot, Elzomor, Hesham, Tobe, Akihiro, Morice, Marie-Claude, Onuma, Yoshinobu, Soliman, Osama, Serruys, Patrick W ^*

Publikováno v: In The Lancet 22-28 June 2024 403(10445):2695-2708

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