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Autoencoder-Based Anomaly Detection System for Online Data Quality Monitoring of the CMS Electromagnetic Calorimeter by Abadjiev, D., Adams, T., Adzic, P., Ahmad, M., Amendola, C., Andrews, M. B., Arcidiacono, R., Argiro, S., Askew, A., Auffray, E., Azzolini, V., Bailleux, D., Band, R., Barney, D., Barria, P., Bartosik, N., Basile, C., Bastos, D., Bell, K. W., Besancon, M., Bianco, R., Biino, C., Blinov, V., Borca, C., Bornheim, A., Brown, R. M., Campana, M., Castells, S., Cavallari, F., Cetorelli, F., Chatterjee, R. M., Chatterjee, S., Chaudhary, G., Chen, J. A., Chernyavskaya, N., Chung, H., Cipriani, M., Cokic, L., Cooke, C., Cossio, F., Couderc, F., Cristoforetti, D., Cucciati, G., Cunqueiro Mendez, L., Da Silva Di Calafiori, D., Dafinei, I., Cockerill, D. J. A., Dejardin, M., Re, D. Del, Ricca, G. Della, Depasse, P., Dervan, J., Marco, E. Di, Diemoz, M., Dimova, T., Dissertori, G., Dittmar, M., Dolgopolov, A., Donegà, M., Dordevic, M., Mamouni, H. El, Errico, F., Espinosa, F., Faure, J. L., Fay, J., Menendez, J. Fernandez, Ferri, F., Finco, L., Fiori, F., Frahm, E., Funk, W., Gadek, T., Gajownik, J., Galli, M., Ganjour, S., Gascon, S., Ghezzi, A., Ghose, P., Gninenko, S., Goadhouse, S., Godinovic, N., Golubev, N., Govoni, P., Gras, P., Hakala, J., de Monchenault, G. Hamel, Harilal, A., Härringer, N., Hashmi, R., Heath, H. F., Hirosky, R., Ho, K. W., Hou, X., Ingram, Q., Jain, Sh, Javaid, T., Jessop, C., Jimènez, R., Joshi, B. M., Jourd‘hui, E.

“…The CMS detector is a general-purpose apparatus that detects high-energy collisions produced at the LHC. Online data quality monitoring of the CMS…”
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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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