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Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter by Akchurin, N, Akgun, B, Aktas, E, Bach, O. A, Bainbridge, R, Bakshi, A, Bam, B, Barney, D, Bayraktar, O, Beaudette, F, Blinov, P, Bodek, A, Bouyjou, F, Misura, A. Burazin, Butler-nalin, A, Callier, S, Campbell, S, Cappati, A, Cauchois, A, Clement, E, Mendes, A. David Tinoco, Dewangan, C, Dincer, G. G, Dubinchik, B, Edberg, T, Extier, S, Fedar, Y. E, Gill, K, Goff, R, Martínez, J. D. González, Gouskos, L, Gray, L, Gungordu, A. D, Guo, J, Hacisahinoglu, B, Heering, A. H, Heintz, U, Hinton, N, Jena, S, Jordano, P. P, Tharayil, A. Kallil, Kaminskiy, A, Khan, F. A, Klijnsma, T, Kocak, Z, Kristiansen, K, Kronheim, B, Verma, R. Kumar, Kuo, C, Lamichhane, K, Laughlin, R, Lelas, D, Lu, C, Lu, S. Y, Lukens, P, Magniette, F, Mandloi, C, Mannelli, M, Mantilla, C, Mayekar, S, Nurdan, K, Ochando, C, Ogul, H, Palit, P, Pan, R, Parygin, P, Peñaló, K, Pedro, K, Perego, A, Perini, D, Pradeep, P. B, Quast, T, Roberts, A, Rumerio, P, Rusack, R, Schindler, G, Schmidt, A, Schmitt, M. H, Sedelnikov, A, Selivanova, D, Sukhov, E, Tali, B, Tang, W, Teafoe, G, Todd, E, Tosun, A, Uslan, E, Viazlo, O, Vichoudis, P, Walter, D, Wang, J, Wanlin, E, Wilmot, D, Xiao, M, Yazici, B, Yusuff, I, Zehetner, P, Zhang, J, Zhang, Z, 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…”
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Performance of the CMS High Granularity Calorimeter prototype to charged pion beams of 20$-$300 GeV/c by Aras, U, Bakas, G, Bhowmik, D, Bilokin, S, Bouyjou, F, Bower, N, Braga, D, Brennan, L, Bryant, P, Buhmann, P, Canderan, K, Cankocak, K, Cao, X, Cauchois, A, Cheng, K. Y, Cheung, H, Demirbas, U, Dinaucourt, P, Dulucq, F, Dumanoglu, I, Dünser, M, Extier, S, Forthomme, L, Franzoni, G, Gadow, K, Gastaldi, F, Gastler, D, Ghosh, S, Gninenko, S, Göttlicher, P, Guler, Y, Hegde, V, Hinton, N, Hirschauer, J, Hoff, J, Hua, H, Hussain, A, Irles, A, Irshad, A, Isik, C, Jheng, H. R, Kachanov, V, Kalipoliti, L, Kaminskiy, A, Kałuzińska, O, Komm, M, Kristiansen, K, Krohn, M, Lai, Y, Lange, C, Lipton, R, Liu, G, Lu, R. S, Mallios, S, Mannelli, M, Martelli, A, Coco, S, Menkel, A, Milella, G, Moccia, S, Moortgat, F. W, Morrissey, I, Odell, N, Ozkorucuklu, S, Pandey, S, Paulini, M, Peitzmann, T, Pöschl, R, Quast, T, Quinn, R, Roberts, A, Sanchez, A. M, Rosado, M, Rose, A, Rovere, M, Schmidt, I, Shelake, M, Shukla, R, Sicking, E, De, M, Simkina, P, Smirnov, V, Srimanobhas, N, Steen, A, Sudo, Y, Tao, J, Tarabini, A, Troska, J, Tsipolitis, G, Urbanski, D, Wade, A, Wang, F, Wang, Z, Xiao, M, Yang, J, Yu, D, Miao, Y, Zacharopoulou, A, Zamiatin, N, Zhao, X

“…The upgrade of the CMS experiment for the high luminosity operation of the LHC comprises the replacement of the current endcap calorimeter by a high…”
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