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IRIS
Searches for new resonances are performed using an unsupervised anomaly-detection technique. Events
with at least one electron or muon are selected from 140 fb−1 of pp collisions at ffiffiffi s
p ¼13TeVrecordedby
ATLAS at the Large Hadron Collider. The approach involves training an autoencoder on data, and
subsequently defining anomalous regions based on the reconstruction loss of the decoder. Studies focus on
nine invariant mass spectra that contain pairs of objects consisting of one light jet or b jet and either one
lepton ðe;μÞ, photon, or second light jet or b jet in the anomalous regions. No significant deviations from
the background hypotheses are observed. Limits on contributions from generic Gaussian signals with
various widths of the resonance mass are obtained for nine invariant masses in the anomalous regions.
Aad, G., Abbott, B., Abeling, K., Abicht, N. ., Abidi, S. ., Aboulhorma, A., et al. (2024). Search for New Phenomena in Two-Body Invariant Mass Distributions Using Unsupervised Machine Learning for Anomaly Detection at
s=13 TeV
with the ATLAS Detector. PHYSICAL REVIEW LETTERS, 132(8) [10.1103/PhysRevLett.132.081801].
Search for New Phenomena in Two-Body Invariant Mass Distributions Using Unsupervised Machine Learning for Anomaly Detection at
s=13 TeV
with the ATLAS Detector
Aad, G.;Abbott, B.;Abeling, K.;Abicht, N. J.;Abidi, S. H.;Aboulhorma, A.;Abramowicz, H.;Abreu, H.;Abulaiti, Y.;Abusleme Hoffman, A. C.;Acharya, B. S.;Adam Bourdarios, C.;Adamczyk, L.;Adamek, L.;Addepalli, S. V.;Addison, M. J.;Adelman, J.;Adiguzel, A.;Adye, T.;Affolder, A. A.;Afik, Y.;Agaras, M. N.;Agarwala, J.;Aggarwal, A.;Agheorghiesei, C.;Ahmad, A.;Ahmadov, F.;Ahmed, W. S.;Ahuja, S.;Ai, X.;Aielli, G.;Aikot, A.;Ait Tamlihat, M.;Aitbenchikh, B.;Aizenberg, I.;Akbiyik, M.;Åkesson, T. P. A.;Akimov, A. V.;Akiyama, D.;Akolkar, N. N.;Al Khoury, K.;Alberghi, G. L.;Albert, J.;Albicocco, P.;Albouy, G. L.;Alderweireldt, S.;Aleksa, M.;Aleksandrov, I. N.;Alexa, C.;Alexopoulos, T.;Alfonsi, F.;Algren, M.;Alhroob, M.;Ali, B.;Ali, H. M. J.;Ali, S.;Alibocus, S. W.;Aliev, M.;Alimonti, G.;Alkakhi, W.;Allaire, C.;Allbrooke, B. M. M.;Allen, J. F.;Allendes Flores, C. A.;Allport, P. P.;Aloisio, A.;Alonso, F.;Alpigiani, C.;Alvarez Estevez, M.;Alvarez Fernandez, A.;Alves Cardoso, M.;Alviggi, M. 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K.;Bakos, E.;Bakshi Gupta, D.;Balakrishnan, V.;Balasubramanian, R.;Baldin, E. M.;Balek, P.;Ballabene, E.;Balli, F.;Baltes, L. M.;Balunas, W. K.;Balz, J.;Banas, E.;Bandieramonte, M.;Bandyopadhyay, A.;Bansal, S.;Barak, L.;Barakat, M.;Barberio, E. L.;Barberis, D.;Barbero, M.;Barends, K. N.;Barillari, T.;Barisits, M-S.;Barklow, T.;Baron, P.;Baron Moreno, D. A.;Baroncelli, A.;Barone, G.;Barr, A. J.;Barr, J. D.;Barranco Navarro, L.;Barreiro, F.;Barreiro Guimarães da Costa, J.;Barron, U.;Barros Teixeira, M. G.;Barsov, S.;Bartels, F.;Bartoldus, R.;Barton, A. E.;Bartos, P.;Basan, A.;Baselga, M.;Bassalat, A.;Basso, M. J.;Basson, C. R.;Bates, R. L.;Batlamous, S.;Batley, J. R.;Batool, B.;Battaglia, M.;Battulga, D.;Bauce, M.;Bauer, M.;Bauer, P.;Bazzano Hurrell, L. T.;Beacham, J. B.;Beau, T.;Beauchemin, P. H.;Becherer, F.;Bechtle, P.;Beck, H. P.;Becker, K.;Beddall, A. J.;Bednyakov, V. A.;Bee, C. P.;Beemster, L. J.;Beermann, T. A.;Begalli, M.;Begel, M.;Behera, A.;Behr, J. K.;Beirer, J. 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A.;Chadi, Z.;Chakraborty, D.;Chan, J.;Chan, W. Y.;Chapman, J. D.;Chapon, E.;Chargeishvili, B.;Charlton, D. G.;Charman, T. P.;Chatterjee, M.;Chauhan, C.;Chekanov, S.;Chekulaev, S. V.;Chelkov, G. A.;Chen, A.;Chen, B.;Chen, B.;Chen, H.;Chen, H.;Chen, J.;Chen, J.;Chen, M.;Chen, S.;Chen, S. J.;Chen, X.;Chen, X.;Chen, Y.;Cheng, C. L.;Cheng, H. C.;Cheong, S.;Cheplakov, A.;Cheremushkina, E.;Cherepanova, E.;Cherkaoui El Moursli, R.;Cheu, E.;Cheung, K.;Chevalier, L.;Chiarella, V.;Chiarelli, G.;Chiedde, N.;Chiodini, G.;Chisholm, A. S.;Chitan, A.;Chitishvili, M.;Chizhov, M. V.;Choi, K.;Chomont, A. R.;Chou, Y.;Chow, E. Y. S.;Chowdhury, T.;Chu, K. L.;Chu, M. C.;Chu, X.;Chudoba, J.;Chwastowski, J. J.;Cieri, D.;Ciesla, K. M.;Cindro, V.;Ciocio, A.;Cirotto, F.;Citron, Z. H.;Citterio, M.;Ciubotaru, D. A.;Ciungu, B. M.;Clark, A.;Clark, P. J.;Clavijo Columbie, J. M.;Clawson, S. E.;Clement, C.;Clercx, J.;Clissa, L.;Coadou, Y.;Cobal, M.;Coccaro, A.;Barrue, R. F. Coelho;Coelho Lopes De Sa, R.;Coelli, S.;Cohen, H.;Coimbra, A. E. C.;Cole, B.;Collot, J.;Conde Muiño, P.;Connell, M. P.;Connell, S. H.;Connelly, I. A.;Conroy, E. I.;Conventi, F.;Cooke, H. G.;Cooper-Sarkar, A. M.;Cordeiro Oudot Choi, A.;Cormier, F.;Corpe, L. D.;Corradi, M.;Corriveau, F.;Cortes-Gonzalez, A.;Costa, M. J.;Costanza, F.;Costanzo, D.;Cote, B. M.;Cowan, G.;Cranmer, K.;Cremonini, D.;Crépé-Renaudin, S.;Crescioli, F.;Cristinziani, M.;Cristoforetti, M.;Croft, V.;Crosby, J. E.;Crosetti, G.;Cueto, A.;Cuhadar Donszelmann, T.;Cui, H.;Cui, Z.;Cunningham, W. R.;Curcio, F.;Czodrowski, P.;Czurylo, M. M.;Da Cunha Sargedas De Sousa, M. J.;Da Fonseca Pinto, J. V.;Da Via, C.;Dabrowski, W.;Dado, T.;Dahbi, S.;Dai, T.;Dal Santo, D.;Dallapiccola, C.;Dam, M.;D’amen, G.;D’Amico, V.;Damp, J.;Dandoy, J. R.;Daneri, M. F.;Danninger, M.;Dao, V.;Darbo, G.;Darmora, S.;Das, S. J.;D’Auria, S.;David, C.;Davidek, T.;Davis-Purcell, B.;Dawson, I.;Day-hall, H. A.;De, K.;De Asmundis, R.;De Biase, N.;De Castro, S.;De Groot, N.;de Jong, P.;De la Torre, H.;De Maria, A.;De Salvo, A.;De Sanctis, U.;De Santo, A.;De Vivie De Regie, J. B.;Dedovich, D. V.;Degens, J.;Deiana, A. M.;Del Corso, F.;Del Peso, J.;Del Rio, F.;Deliot, F.;Delitzsch, C. M.;Della Pietra, M.;Della Volpe, D.;Dell’Acqua, A.;Dell’Asta, L.;Delmastro, M.;Delsart, P. A.;Demers, S.;Demichev, M.;Denisov, S. P.;D’Eramo, L.;Derendarz, D.;Derue, F.;Dervan, P.;Desch, K.;Deutsch, C.;Di Bello, F. A.;Di Ciaccio, A.;Di Ciaccio, L.;Di Domenico, A.;Di Donato, C.;Di Girolamo, A.;Di Gregorio, G.;Di Luca, A.;Di Micco, B.;Di Nardo, R.;Diaconu, C.;Diamantopoulou, M.;Dias, F. A.;Vale, T. Dias Do;Diaz, M. A.;Diaz Capriles, F. G.;Didenko, M.;Diehl, E. B.;Diehl, L.;Díez Cornell, S.;Diez Pardos, C.;Dimitriadi, C.;Dimitrievska, A.;Dingfelder, J.;Dinu, I-M.;Dittmeier, S. J.;Dittus, F.;Djama, F.;Djobava, T.;Djuvsland, J. I.;Doglioni, C.;Dohnalova, A.;Dolejsi, J.;Dolezal, Z.;Dona, K. M.;Donadelli, M.;Dong, B.;Donini, J.;D’Onofrio, A.;D’Onofrio, M.;Dopke, J.;Doria, A.;Dos Santos Fernandes, N.;Dougan, P.;Dova, M. T.;Doyle, A. T.;Draguet, M. A.;Dreyer, E.;Drivas-koulouris, I.;Drobac, A. S.;Drozdova, M.;Du, D.;du Pree, T. A.;Dubinin, F.;Dubovsky, M.;Duchovni, E.;Duckeck, G.;Ducu, O. A.;Duda, D.;Dudarev, A.;Duden, E. R.;D’uffizi, M.;Duflot, L.;Dührssen, M.;Dülsen, C.;Dumitriu, A. E.;Dunford, M.;Dungs, S.;Dunne, K.;Duperrin, A.;Duran Yildiz, H.;Düren, M.;Durglishvili, A.;Dwyer, B. L.;Dyckes, G. I.;Dyndal, M.;Dysch, S.;Dziedzic, B. S.;Earnshaw, Z. O.;Eberwein, G. H.;Eckerova, B.;Eggebrecht, S.;Egidio Purcino De Souza, E.;Ehrke, L. F.;Eigen, G.;Einsweiler, K.;Ekelof, T.;Ekman, P. A.;El Farkh, S.;El Ghazali, Y.;El Jarrari, H.;El Moussaouy, A.;Ellajosyula, V.;Ellert, M.;Ellinghaus, F.;Elliot, A. A.;Ellis, N.;Elmsheuser, J.;Elsing, M.;Emeliyanov, D.;Enari, Y.;Ene, I.;Epari, S.;Erdmann, J.;Erland, P. A.;Errenst, M.;Escalier, M.;Escobar, C.;Etzion, E.;Evans, G.;Evans, H.;Evans, L. S.;Evans, M. O.;Ezhilov, A.;Ezzarqtouni, S.;Fabbri, F.;Fabbri, L.;Facini, G.;Fadeyev, V.;Fakhrutdinov, R. M.;Falciano, S.;Falda Ulhoa Coelho, L. F.;Falke, P. J.;Faltova, J.;Fan, C.;Fan, Y.;Fang, Y.;Fanti, M.;Faraj, M.;Farazpay, Z.;Farbin, A.;Farilla, A.;Farooque, T.;Farrington, S. M.;Fassi, F.;Fassouliotis, D.;Faucci Giannelli, M.;Fawcett, W. J.;Fayard, L.;Federic, P.;Federicova, P.;Fedin, O. L.;Fedotov, G.;Feickert, M.;Feligioni, L.;Fellers, D. E.;Feng, C.;Feng, M.;Feng, Z.;Fenton, M. J.;Fenyuk, A. B.;Ferencz, L.;Ferguson, R. A. M.;Fernandez Luengo, S. I.;Fernoux, M. J. V.;Ferrando, J.;Ferrari, A.;Ferrari, P.;Ferrari, R.;Ferrere, D.;Ferretti, C.;Fiedler, F.;Filipčič, A.;Filmer, E. K.;Filthaut, F.;Fiolhais, M. C. N.;Fiorini, L.;Fisher, W. C.;Fitschen, T.;Fitzhugh, P. M.;Fleck, I.;Fleischmann, P.;Flick, T.;Flores, M.;Flores Castillo, L. R.;Flores Sanz De Acedo, L.;Follega, F. M.;Fomin, N.;Foo, J. H.;Forland, B. C.;Formica, A.;Forti, A. C.;Fortin, E.;Fortman, A. W.;Foti, M. G.;Fountas, L.;Fournier, D.;Fox, H.;Francavilla, P.;Francescato, S.;Franchellucci, S.;Franchini, M.;Franchino, S.;Francis, D.;Franco, L.;Franconi, L.;Franklin, M.;Frattari, G.;Freegard, A. C.;Freund, W. S.;Frid, Y. Y.;Friend, J.;Fritzsche, N.;Froch, A.;Froidevaux, D.;Frost, J. A.;Fu, Y.;Fujimoto, M.;Fullana Torregrosa, E.;Fung, K. Y.;Furtado De Simas Filho, E.;Furukawa, M.;Fuster, J.;Gabrielli, A.;Gabrielli, A.;Gadow, P.;Gagliardi, G.;Gagnon, L. G.;Gallas, E. J.;Gallop, B. J.;Gan, K. K.;Ganguly, S.;Gao, J.;Gao, Y.;Garay Walls, F. M.;Garcia, B.;García, C.;Garcia Alonso, A.;Garcia Caffaro, A. G.;García Navarro, J. E.;Garcia-Sciveres, M.;Gardner, G. L.;Gardner, R. W.;Garelli, N.;Garg, D.;Garg, R. B.;Gargan, J. M.;Garner, C. A.;Gasiorowski, S. J.;Gaspar, P.;Gaudio, G.;Gautam, V.;Gauzzi, P.;Gavrilenko, I. L.;Gavrilyuk, A.;Gay, C.;Gaycken, G.;Gazis, E. N.;Geanta, A. A.;Gee, C. M.;Gemme, C.;Genest, M. H.;Gentile, S.;Gentry, A. D.;George, S.;George, W. F.;Geralis, T.;Gessinger-Befurt, P.;Geyik, M. E.;Ghani, M.;Ghneimat, M.;Ghorbanian, K.;Ghosal, A.;Ghosh, A.;Ghosh, A.;Giacobbe, B.;Giagu, S.;Giani, T.;Giannetti, P.;Giannini, A.;Gibson, S. M.;Gignac, M.;Gil, D. T.;Gilbert, A. K.;Gilbert, B. J.;Gillberg, D.;Gilles, G.;Gillwald, N. E. K.;Ginabat, L.;Gingrich, D. M.;Giordani, M. P.;Giraud, P. F.;Giugliarelli, G.;Giugni, D.;Giuli, F.;Gkialas, I.;Gladilin, L. K.;Glasman, C.;Gledhill, G. R.;Glemža, G.;Glisic, M.;Gnesi, I.;Go, Y.;Goblirsch-Kolb, M.;Gocke, B.;Godin, D.;Gokturk, B.;Goldfarb, S.;Golling, T.;Gololo, M. G. D.;Golubkov, D.;Gombas, J. P.;Gomes, A.;Gomes Da Silva, G.;Gomez Delegido, A. J.;Gonçalo, R.;Gonella, G.;Gonella, L.;Gongadze, A.;Gonnella, F.;Gonski, J. L.;González Andana, R. Y.;González de la Hoz, S.;Gonzalez Fernandez, S.;Gonzalez Lopez, R.;Gonzalez Renteria, C.;Gonzalez Rodrigues, M. V.;Gonzalez Suarez, R.;Gonzalez-Sevilla, S.;Gonzalvo Rodriguez, G. R.;Goossens, L.;Gorini, B.;Gorini, E.;Gorišek, A.;Gosart, T. C.;Goshaw, A. T.;Gostkin, M. I.;Goswami, S.;Gottardo, C. A.;Gotz, S. A.;Gouighri, M.;Goumarre, V.;Goussiou, A. G.;Govender, N.;Grabowska-Bold, I.;Graham, K.;Gramstad, E.;Grancagnolo, S.;Grandi, M.;Grant, C. M.;Gravila, P. M.;Gravili, F. G.;Gray, H. M.;Greco, M.;Grefe, C.;Gregor, I. M.;Grenier, P.;Grieco, C.;Grillo, A. A.;Grimm, K.;Grinstein, S.;Grivaz, J. -F.;Gross, E.;Grosse-Knetter, J.;Grud, C.;Grundy, J. C.;Guan, L.;Guan, W.;Gubbels, C.;Guerrero Rojas, J. G. R.;Guerrieri, G.;Guescini, F.;Gugel, R.;Guhit, J. A. M.;Guida, A.;Guillemin, T.;Guilloton, E.;Guindon, S.;Guo, F.;Guo, J.;Guo, L.;Guo, Y.;Gupta, R.;Gurbuz, S.;Gurdasani, S. S.;Gustavino, G.;Guth, M.;Gutierrez, P.;Gutierrez Zagazeta, L. F.;Gutschow, C.;Gwenlan, C.;Gwilliam, C. B.;Haaland, E. S.;Haas, A.;Habedank, M.;Haber, C.;Hadavand, H. K.;Hadef, A.;Hadzic, S.;Hahn, J. J.;Haines, E. H.;Haleem, M.;Haley, J.;Hall, J. J.;Hallewell, G. 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M.;Herrmann, T.;Herten, G.;Hertenberger, R.;Hervas, L.;Hesping, M. E.;Hessey, N. P.;Hibi, H.;Hillier, S. J.;Hinds, J. R.;Hinterkeuser, F.;Hirose, M.;Hirose, S.;Hirschbuehl, D.;Hitchings, T. G.;Hiti, B.;Hobbs, J.;Hobincu, R.;Hod, N.;Hodgkinson, M. C.;Hodkinson, B. H.;Hoecker, A.;Hofer, J.;Holm, T.;Holzbock, M.;Hommels, L. B. A. H.;Honan, B. P.;Hong, J.;Hong, T. M.;Hooberman, B. H.;Hopkins, W. H.;Horii, Y.;Hou, S.;Howard, A. S.;Howarth, J.;Hoya, J.;Hrabovsky, M.;Hrynevich, A.;Hryn’ova, T.;Hsu, P. J.;Hsu, S. -C.;Hu, Q.;Hu, Y. F.;Huang, S.;Huang, X.;Huang, Y.;Huang, Y.;Huang, Z.;Hubacek, Z.;Huebner, M.;Huegging, F.;Huffman, T. B.;Hugli, C. A.;Huhtinen, M.;Huiberts, S. K.;Hulsken, R.;Huseynov, N.;Huston, J.;Huth, J.;Hyneman, R.;Iacobucci, G.;Iakovidis, G.;Ibragimov, I.;Iconomidou-Fayard, L.;Iengo, P.;Iguchi, R.;Iizawa, T.;Ikegami, Y.;Ilic, N.;Imam, H.;Ince Lezki, M.;Ingebretsen Carlson, T.;Introzzi, G.;Iodice, M.;Ippolito, V.;Irwin, R. 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C.;Marzin, A.;Mascione, D.;Masetti, L.;Mashimo, T.;Masik, J.;Maslennikov, A. L.;Massa, L.;Massarotti, P.;Mastrandrea, P.;Mastroberardino, A.;Masubuchi, T.;Mathisen, T.;Matousek, J.;Matsuzawa, N.;Maurer, J.;Maček, B.;Maximov, D. A.;Mazini, R.;Maznas, I.;Mazza, M.;Mazza, S. M.;Mazzeo, E.;Mc Ginn, C.;Mc Gowan, J. P.;Mc Kee, S. P.;McDonald, E. F.;McDougall, A. E.;Mcfayden, J. A.;McGovern, R. P.;Mchedlidze, G.;Mckenzie, R. P.;Mclachlan, T. C.;Mclaughlin, D. J.;McLean, K. D.;McMahon, S. J.;McNamara, P. C.;Mcpartland, C. M.;McPherson, R. A.;Mehlhase, S.;Mehta, A.;Melini, D.;Mellado Garcia, B. R.;Melo, A. H.;Meloni, F.;Mendes Jacques Da Costa, A. M.;Meng, H. Y.;Meng, L.;Menke, S.;Mentink, M.;Meoni, E.;Merlassino, C.;Merola, L.;Meroni, C.;Merz, G.;Meshkov, O.;Metcalfe, J.;Mete, A. S.;Meyer, C.;Meyer, J-P.;Middleton, R. P.;Mijović, L.;Mikenberg, G.;Mikestikova, M.;Mikuž, M.;Mildner, H.;Milic, A.;Milke, C. D.;Miller, D. W.;Miller, L. S.;Milov, A.;Milstead, D. A.;Min, T.;Minaenko, A. 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A.;Parsons, J. A.;Parzefall, U.;Pascual Dias, B.;Pascual Dominguez, L.;Pasqualucci, E.;Passaggio, S.;Pastore, F.;Pasuwan, P.;Patel, P.;Patel, U. M.;Pater, J. R.;Pauly, T.;Pearkes, J.;Pedersen, M.;Pedro, R.;Peleganchuk, S. V.;Penc, O.;Pender, E. A.;Peng, H.;Penski, K. E.;Penzin, M.;Peralva, B. S.;Pereira Peixoto, A. P.;Pereira Sanchez, L.;Perepelitsa, D. V.;Perez Codina, E.;Perganti, M.;Perini, L.;Pernegger, H.;Perrin, O.;Peters, K.;Peters, R. F. Y.;Petersen, B. A.;Petersen, T. C.;Petit, E.;Petousis, V.;Petridou, C.;Petrukhin, A.;Pettee, M.;Pettersson, N. E.;Petukhov, A.;Petukhova, K.;Pezoa, R.;Pezzotti, L.;Pezzullo, G.;Pham, T. M.;Pham, T.;Phillips, P. W.;Piacquadio, G.;Pianori, E.;Piazza, F.;Piegaia, R.;Pietreanu, D.;Pilkington, A. D.;Pinamonti, M.;Pinfold, J. L.;Pinheiro Pereira, B. C.;Pinto Pinoargote, A. E.;Pintucci, L.;Piper, K. M.;Pirttikoski, A.;Pizzi, D. A.;Pizzimento, L.;Pizzini, A.;Pleier, M. -A.;Plesanovs, V.;Pleskot, V.;Plotnikova, E.;Poddar, G.;Poettgen, R.;Poggioli, L.;Pokharel, I.;Polacek, S.;Polesello, G.;Poley, A.;Polifka, R.;Polini, A.;Pollard, C. S.;Pollock, Z. B.;Polychronakos, V.;Pompa Pacchi, E.;Ponomarenko, D.;Pontecorvo, L.;Popa, S.;Popeneciu, G. A.;Poreba, A.;Portillo Quintero, D. M.;Pospisil, S.;Postill, M. A.;Postolache, P.;Potamianos, K.;Potepa, P. A.;Potrap, I. N.;Potter, C. J.;Potti, H.;Poulsen, T.;Poveda, J.;Pozo Astigarraga, M. E.;Prades Ibanez, A.;Pretel, J.;Price, D.;Primavera, M.;Principe Martin, M. A.;Privara, R.;Procter, T.;Proffitt, M. L.;Proklova, N.;Prokofiev, K.;Proto, G.;Protopopescu, S.;Proudfoot, J.;Przybycien, M.;Przygoda, W. W.;Puddefoot, J. E.;Pudzha, D.;Pyatiizbyantseva, D.;Qian, J.;Qichen, D.;Qin, Y.;Qiu, T.;Quadt, A.;Queitsch-Maitland, M.;Quetant, G.;Quinn, R. P.;Rabanal Bolanos, G.;Rafanoharana, D.;Ragusa, F.;Rainbolt, J. L.;Raine, J. A.;Rajagopalan, S.;Ramakoti, E.;Ran, K.;Rapheeha, N. P.;Rasheed, H.;Raskina, V.;Rassloff, D. F.;Rave, S.;Ravina, B.;Ravinovich, I.;Raymond, M.;Read, A. L.;Readioff, N. P.;Rebuzzi, D. M.;Redlinger, G.;Reed, A. S.;Reeves, K.;Reidelsturz, J. A.;Reikher, D.;Rej, A.;Rembser, C.;Renardi, A.;Renda, M.;Rendel, M. B.;Renner, F.;Rennie, A. G.;Rescia, A. L.;Resconi, S.;Ressegotti, M.;Rettie, S.;Reyes Rivera, J. G.;Reynolds, E.;Rezanova, O. L.;Reznicek, P.;Ribaric, N.;Ricci, E.;Richter, R.;Richter, S.;Richter-Was, E.;Ridel, M.;Ridouani, S.;Rieck, P.;Riedler, P.;Rijssenbeek, M.;Rimoldi, A.;Rimoldi, M.;Rinaldi, L.;Rinn, T. T.;Rinnagel, M. P.;Ripellino, G.;Riu, I.;Rivadeneira, P.;Rivera Vergara, J. C.;Rizatdinova, F.;Rizvi, E.;Roberts, B. A.;Roberts, B. R.;Robertson, S. H.;Robinson, D.;Robles Gajardo, C. M.;Robles Manzano, M.;Robson, A.;Rocchi, A.;Roda, C.;Rodriguez Bosca, S.;Rodriguez Garcia, Y.;Rodriguez Rodriguez, A.;Rodríguez Vera, A. M.;Roe, S.;Roemer, J. T.;Roepe-Gier, A. R.;Roggel, J.;Røhne, O.;Rojas, R. A.;Roland, C. P. A.;Roloff, J.;Romaniouk, A.;Romano, E.;Romano, M.;Romero Hernandez, A. C.;Rompotis, N.;Roos, L.;Rosati, S.;Rosser, B. J.;Rossi, E.;Rossi, E.;Rossi, L. P.;Rossini, L.;Rosten, R.;Rotaru, M.;Rottler, B.;Rougier, C.;Rousseau, D.;Rousso, D.;Roy, A.;Roy-Garand, S.;Rozanov, A.;Rozen, Y.;Ruan, X.;Rubio Jimenez, A.;Ruby, A. J.;Ruelas Rivera, V. H.;Ruggeri, T. A.;Ruggiero, A.;Ruiz-Martinez, A.;Rummler, A.;Rurikova, Z.;Rusakovich, N. A.;Russell, H. L.;Russo, G.;Rutherfoord, J. P.;Rutherford Colmenares, S.;Rybacki, K.;Rybar, M.;Rye, E. B.;Ryzhov, A.;Sabater Iglesias, J. A.;Sabatini, P.;Sabetta, L.;Sadrozinski, H. F-W.;Safai Tehrani, F.;Safarzadeh Samani, B.;Safdari, M.;Saha, S.;Sahinsoy, M.;Saimpert, M.;Saito, M.;Saito, T.;Salamani, D.;Salnikov, A.;Salt, J.;Salvador Salas, A.;Salvatore, D.;Salvatore, F.;Salzburger, A.;Sammel, D.;Sampsonidis, D.;Sampsonidou, D.;Sánchez, J.;Sanchez Pineda, A.;Sanchez Sebastian, V.;Sandaker, H.;Sander, C. O.;Sandesara, J. A.;Sandhoff, M.;Sandoval, C.;Sankey, D. P. C.;Sano, T.;Sansoni, A.;Santi, L.;Santoni, C.;Santos, H.;Santpur, S. N.;Santra, A.;Saoucha, K. A.;Saraiva, J. G.;Sardain, J.;Sasaki, O.;Sato, K.;Sauer, C.;Sauerburger, F.;Sauvan, E.;Savard, P.;Sawada, R.;Sawyer, C.;Sawyer, L.;Sayago Galvan, I.;Sbarra, C.;Sbrizzi, A.;Scanlon, T.;Schaarschmidt, J.;Schacht, P.;Schaefer, D.;Schäfer, U.;Schaffer, A. C.;Schaile, D.;Schamberger, R. D.;Scharf, C.;Schefer, M. M.;Schegelsky, V. A.;Scheirich, D.;Schenck, F.;Schernau, M.;Scheulen, C.;Schiavi, C.;Schioppa, E. J.;Schioppa, M.;Schlag, B.;Schleicher, K. E.;Schlenker, S.;Schmeing, J.;Schmidt, M. A.;Schmieden, K.;Schmitt, C.;Schmitt, S.;Schoeffel, L.;Schoening, A.;Scholer, P. G.;Schopf, E.;Schott, M.;Schovancova, J.;Schramm, S.;Schroeder, F.;Schroer, T.;Schultz-Coulon, H-C.;Schumacher, M.;Schumm, B. A.;Schune, Ph.;Schuy, A. J.;Schwartz, H. R.;Schwartzman, A.;Schwarz, T. A.;Schwemling, Ph.;Schwienhorst, R.;Sciandra, A.;Sciolla, G.;Scuri, F.;Sebastiani, C. D.;Sedlaczek, K.;Seema, P.;Seidel, S. C.;Seiden, A.;Seidlitz, B. D.;Seitz, C.;Seixas, J. M.;Sekhniaidze, G.;Sekula, S. J.;Selem, L.;Semprini-Cesari, N.;Sengupta, D.;Senthilkumar, V.;Serin, L.;Serkin, L.;Sessa, M.;Severini, H.;Sforza, F.;Sfyrla, A.;Shabalina, E.;Shaheen, R.;Shahinian, J. D.;Shaked Renous, D.;Shan, L. Y.;Shapiro, M.;Sharma, A.;Sharma, A. S.;Sharma, P.;Sharma, S.;Shatalov, P. B.;Shaw, K.;Shaw, S. M.;Shcherbakova, A.;Shen, Q.;Sherwood, P.;Shi, L.;Shi, X.;Shimmin, C. O.;Shinner, J. D.;Shipsey, I. P. J.;Shirabe, S.;Shiyakova, M.;Shlomi, J.;Shochet, M. J.;Shojaii, J.;Shope, D. R.;Shrestha, B.;Shrestha, S.;Shrif, E. M.;Shroff, M. J.;Sicho, P.;Sickles, A. M.;Sideras Haddad, E.;Sidoti, A.;Siegert, F.;Sijacki, Dj.;Sikora, R.;Sili, F.;Silva, J. M.;Silva Oliveira, M. V.;Silverstein, S. B.;Simion, S.;Simoniello, R.;Simpson, E. L.;Simpson, H.;Simpson, L. R.;Simpson, N. D.;Simsek, S.;Sindhu, S.;Sinervo, P.;Singh, S.;Sinha, S.;Sinha, S.;Sioli, M.;Siral, I.;Sitnikova, E.;Sivoklokov, S. Yu.;Sjölin, J.;Skaf, A.;Skorda, E.;Skubic, P.;Slawinska, M.;Smakhtin, V.;Smart, B. H.;Smiesko, J.;Smirnov, S. Yu.;Smirnov, Y.;Smirnova, L. N.;Smirnova, O.;Smith, A. C.;Smith, E. A.;Smith, H. A.;Smith, J. L.;Smith, R.;Smizanska, M.;Smolek, K.;Snesarev, A. A.;Snider, S. R.;Snoek, H. L.;Snyder, S.;Sobie, R.;Soffer, A.;Solans Sanchez, C. A.;Soldatov, E. Yu.;Soldevila, U.;Solodkov, A. A.;Solomon, S.;Soloshenko, A.;Solovieva, K.;Solovyanov, O. V.;Solovyev, V.;Sommer, P.;Sonay, A.;Song, W. Y.;Sonneveld, J. M.;Sopczak, A.;Sopio, A. L.;Sopkova, F.;Sothilingam, V.;Sottocornola, S.;Soualah, R.;Soumaimi, Z.;South, D.;Soybelman, N.;Spagnolo, S.;Spalla, M.;Sperlich, D.;Spigo, G.;Spinali, S.;Spiteri, D. P.;Spousta, M.;Staats, E. J.;Stabile, A.;Stamen, R.;Stampekis, A.;Standke, M.;Stanecka, E.;Stange, M. V.;Stanislaus, B.;Stanitzki, M. M.;Stapf, B.;Starchenko, E. A.;Stark, G. H.;Stark, J.;Starko, D. M.;Staroba, P.;Starovoitov, P.;Stärz, S.;Staszewski, R.;Stavropoulos, G.;Steentoft, J.;Steinberg, P.;Stelzer, B.;Stelzer, H. J.;Stelzer-Chilton, O.;Stenzel, H.;Stevenson, T. J.;Stewart, G. A.;Stewart, J. R.;Stockton, M. C.;Stoicea, G.;Stolarski, M.;Stonjek, S.;Straessner, A.;Strandberg, J.;Strandberg, S.;Stratmann, M.;Strauss, M.;Strebler, T.;Strizenec, P.;Ströhmer, R.;Strom, D. M.;Strom, L. R.;Stroynowski, R.;Strubig, A.;Stucci, S. A.;Stugu, B.;Stupak, J.;Styles, N. A.;Su, D.;Su, S.;Su, W.;Su, X.;Sugizaki, K.;Sulin, V. V.;Sullivan, M. J.;Sultan, D. M. S.;Sultanaliyeva, L.;Sultansoy, S.;Sumida, T.;Sun, S.;Sun, S.;Sunneborn Gudnadottir, O.;Sur, N.;Sutton, M. R.;Suzuki, H.;Svatos, M.;Swiatlowski, M.;Swirski, T.;Sykora, I.;Sykora, M.;Sykora, T.;Ta, D.;Tackmann, K.;Taffard, A.;Tafirout, R.;Tafoya Vargas, J. S.;Takeva, E. P.;Takubo, Y.;Talby, M.;Talyshev, A. A.;Tam, K. C.;Tamir, N. M.;Tanaka, A.;Tanaka, J.;Tanaka, R.;Tanasini, M.;Tao, Z.;Tapia Araya, S.;Tapprogge, S.;Tarek Abouelfadl Mohamed, A.;Tarem, S.;Tariq, K.;Tarna, G.;Tartarelli, G. F.;Tas, P.;Tasevsky, M.;Tassi, E.;Tate, A. C.;Tateno, G.;Tayalati, Y.;Taylor, G. N.;Taylor, W.;Teagle, H.;Tee, A. S.;Teixeira De Lima, R.;Teixeira-Dias, P.;Teoh, J. J.;Terashi, K.;Terron, J.;Terzo, S.;Testa, M.;Teuscher, R. J.;Thaler, A.;Theiner, O.;Themistokleous, N.;Theveneaux-Pelzer, T.;Thielmann, O.;Thomas, D. W.;Thomas, J. P.;Thompson, E. A.;Thompson, P. D.;Thomson, E.;Tian, Y.;Tikhomirov, V.;Tikhonov, Yu. A.;Timoshenko, S.;Timoshyn, D.;Ting, E. X. L.;Tipton, P.;Tlou, S. H.;Tnourji, A.;Todome, K.;Todorova-Nova, S.;Todt, S.;Togawa, M.;Tojo, J.;Tokár, S.;Tokushuku, K.;Toldaiev, O.;Tombs, R.;Tomoto, M.;Tompkins, L.;Topolnicki, K. W.;Torrence, E.;Torres, H.;Torró Pastor, E.;Toscani, M.;Tosciri, C.;Tost, M.;Tovey, D. R.;Traeet, A.;Trandafir, I. S.;Trefzger, T.;Tricoli, A.;Trigger, I. M.;Trincaz-Duvoid, S.;Trischuk, D. A.;Trocmé, B.;Troncon, C.;Truong, L.;Trzebinski, M.;Trzupek, A.;Tsai, F.;Tsai, M.;Tsiamis, A.;Tsiareshka, P. V.;Tsigaridas, S.;Tsirigotis, A.;Tsiskaridze, V.;Tskhadadze, E. G.;Tsopoulou, M.;Tsujikawa, Y.;Tsukerman, I. I.;Tsulaia, V.;Tsuno, S.;Tsur, O.;Tsuri, K.;Tsybychev, D.;Tu, Y.;Tudorache, A.;Tudorache, V.;Tuna, A. N.;Turchikhin, S.;Turk Cakir, I.;Turra, R.;Turtuvshin, T.;Tuts, P. M.;Tzamarias, S.;Tzanis, P.;Tzovara, E.;Ukegawa, F.;Ulloa Poblete, P. A.;Umaka, E. N.;Unal, G.;Unal, M.;Undrus, A.;Unel, G.;Urban, J.;Urquijo, P.;Usai, G.;Ushioda, R.;Usman, M.;Uysal, Z.;Vacavant, L.;Vacek, V.;Vachon, B.;Vadla, K. O. H.;Vafeiadis, T.;Vaitkus, A.;Valderanis, C.;Valdes Santurio, E.;Valente, M.;Valentinetti, S.;Valero, A.;Valiente Moreno, E.;Vallier, A.;Valls Ferrer, J. A.;Van Arneman, D. R.;Van Daalen, T. R.;Van Der Graaf, A.;Van Gemmeren, P.;Van Rijnbach, M.;Van Stroud, S.;Van Vulpen, I.;Vanadia, M.;Vandelli, W.;Vandenbroucke, M.;Vandewall, E. R.;Vannicola, D.;Vannoli, L.;Vari, R.;Varnes, E. W.;Varni, C.;Varol, T.;Varouchas, D.;Varriale, L.;Varvell, K. E.;Vasile, M. E.;Vaslin, L.;Vasquez, G. A.;Vasyukov, A.;Vazeille, F.;Vazquez Schroeder, T.;Veatch, J.;Vecchio, V.;Veen, M. J.;Veliscek, I.;Veloce, L. M.;Veloso, F.;Veneziano, S.;Ventura, A.;Ventura Gonzalez, S.;Verbytskyi, A.;Verducci, M.;Vergis, C.;Verissimo De Araujo, M.;Verkerke, W.;Vermeulen, J. C.;Vernieri, C.;Vessella, M.;Vetterli, M. C.;Vgenopoulos, A.;Viaux Maira, N.;Vickey, T.;Vickey Boeriu, O. E.;Viehhauser, G. H. A.;Vigani, L.;Villa, M.;Villaplana Perez, M.;Villhauer, E. M.;Vilucchi, E.;Vincter, M. G.;Virdee, G. S.;Vishwakarma, A.;Visibile, A.;Vittori, C.;Vivarelli, I.;Vladimirov, V.;Voevodina, E.;Vogel, F.;Vokac, P.;Volkotrub, Yu.;Von Ahnen, J.;Von Toerne, E.;Vormwald, B.;Vorobel, V.;Vorobev, K.;Vos, M.;Voss, K.;Vossebeld, J. 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H.;Williams, S.;Willocq, S.;Wilson, B. J.;Windischhofer, P. J.;Winkel, F. I.;Winklmeier, F.;Winter, B. T.;Winter, J. K.;Wittgen, M.;Wobisch, M.;Wolffs, Z.;Wollrath, J.;Wolter, M. W.;Wolters, H.;Wongel, A. F.;Worm, S. D.;Wosiek, B. K.;Woźniak, K. W.;Wozniewski, S.;Wraight, K.;Wu, C.;Wu, J.;Wu, M.;Wu, M.;Wu, S. L.;Wu, X.;Wu, Y.;Wu, Z.;Wuerzinger, J.;Wyatt, T. R.;Wynne, B. M.;Xella, S.;Xia, L.;Xia, M.;Xiang, J.;Xie, M.;Xie, X.;Xin, S.;Xiong, J.;Xu, D.;Xu, H.;Xu, L.;Xu, R.;Xu, T.;Xu, Y.;Xu, Z.;Xu, Z.;Yabsley, B.;Yacoob, S.;Yamaguchi, Y.;Yamashita, E.;Yamauchi, H.;Yamazaki, T.;Yamazaki, Y.;Yan, J.;Yan, S.;Yan, Z.;Yang, H. J.;Yang, H. T.;Yang, S.;Yang, T.;Yang, X.;Yang, X.;Yang, Y.;Yang, Y.;Yang, Z.;Yao, W-M.;Yap, Y. C.;Ye, H.;Ye, H.;Ye, J.;Ye, S.;Ye, X.;Yeh, Y.;Yeletskikh, I.;Yeo, B. K.;Yexley, M. R.;Yin, P.;Yorita, K.;Younas, S.;Young, C. J. S.;Young, C.;Yu, Y.;Yuan, M.;Yuan, R.;Yue, L.;Zaazoua, M.;Zabinski, B.;Zaid, E.;Zakareishvili, T.;Zakharchuk, N.;Zambito, S.;Zamora Saa, J. A.;Zang, J.;Zanzi, D.;Zaplatilek, O.;Zeitnitz, C.;Zeng, H.;Zeng, J. C.;Zenger, D. T.;Zenin, O.;Ženiš, T.;Zenz, S.;Zerradi, S.;Zerwas, D.;Zhai, M.;Zhang, B.;Zhang, D. F.;Zhang, J.;Zhang, J.;Zhang, K.;Zhang, L.;Zhang, P.;Zhang, R.;Zhang, S.;Zhang, T.;Zhang, X.;Zhang, X.;Zhang, Y.;Zhang, Y.;Zhang, Z.;Zhang, Z.;Zhao, H.;Zhao, P.;Zhao, T.;Zhao, Y.;Zhao, Z.;Zhemchugov, A.;Zheng, J.;Zheng, K.;Zheng, X.;Zheng, Z.;Zhong, D.;Zhou, B.;Zhou, H.;Zhou, N.;Zhou, Y.;Zhu, C. G.;Zhu, J.;Zhu, Y.;Zhu, Y.;Zhuang, X.;Zhukov, K.;Zhulanov, V.;Zimine, N. I.;Zinsser, J.;Ziolkowski, M.;Živković, L.;Zoccoli, A.;Zoch, K.;Zorbas, T. G.;Zormpa, O.;Zou, W.;Zwalinski, L.;null, null
2024-01-01
Abstract
Searches for new resonances are performed using an unsupervised anomaly-detection technique. Events
with at least one electron or muon are selected from 140 fb−1 of pp collisions at ffiffiffi s
p ¼13TeVrecordedby
ATLAS at the Large Hadron Collider. The approach involves training an autoencoder on data, and
subsequently defining anomalous regions based on the reconstruction loss of the decoder. Studies focus on
nine invariant mass spectra that contain pairs of objects consisting of one light jet or b jet and either one
lepton ðe;μÞ, photon, or second light jet or b jet in the anomalous regions. No significant deviations from
the background hypotheses are observed. Limits on contributions from generic Gaussian signals with
various widths of the resonance mass are obtained for nine invariant masses in the anomalous regions.
Aad, G., Abbott, B., Abeling, K., Abicht, N. ., Abidi, S. ., Aboulhorma, A., et al. (2024). Search for New Phenomena in Two-Body Invariant Mass Distributions Using Unsupervised Machine Learning for Anomaly Detection at
s=13 TeV
with the ATLAS Detector. PHYSICAL REVIEW LETTERS, 132(8) [10.1103/PhysRevLett.132.081801].
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simulazione ASN
Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande.
La presente simulazione è stata realizzata sulla base delle specifiche raccolte sul tavolo ER del Focus Group IRIS coordinato dall’Università di Modena e Reggio Emilia e delle regole riportate nel DM 589/2018 e allegata Tabella A. Cineca, l’Università di Modena e Reggio Emilia e il Focus Group IRIS non si assumono alcuna responsabilità in merito all’uso che il diretto interessato o terzi faranno della simulazione. Si specifica inoltre che la simulazione contiene calcoli effettuati con dati e algoritmi di pubblico dominio e deve quindi essere considerata come un mero ausilio al calcolo svolgibile manualmente o con strumenti equivalenti.
