A convolutional neural network based cascade reconstruction for the IceCube Neutrino Observatory
R. Abbasi, M. Ackermann, J. Adams, J.A. Aguilar, M. Ahlers, M. Ahrens, C. Alispach, A.A. Alves, N.M. Amin, R. An, K. Andeen, T. Anderson, I. Ansseau, G. Anton, C. Argüelles, S. Axani, X. Bai, A. Balagopal V., A. Barbano, S.W. Barwick, B. Bastian, V. Basu, V. Baum, S. Baur, R. Bay, J.J. Beatty, K.-H. Becker, J. Becker Tjus, C. Bellenghi, S. BenZvi, D. Berley, E. Bernardini, D.Z. Besson, G. Binder, D. Bindig, E. Blaufuss, S. Blot, S. Böser, O. Botner, J. Böttcher, E. Bourbeau, J. Bourbeau, F. Bradascio, J. Braun, S. Bron, J. Brostean-Kaiser, A. Burgman, R.S. Busse, M.A. Campana, C. Chen, D. Chirkin, S. Choi, B.A. Clark, K. Clark, L. Classen, A. Coleman, G.H. Collin, J.M. Conrad, P. Coppin, P. Correa, D.F. Cowen, R. Cross, P. Dave, C.D. Clercq, J.J. DeLaunay, H. Dembinski, K. Deoskar, S.D. Ridder, A. Desai, P. Desiati, K.D. de Vries, G. de Wasseige, M. de With, T. DeYoung, S. Dharani, A. Diaz, J.C. Díaz-Vélez, H. Dujmovic, M. Dunkman, M.A. DuVernois, E. Dvorak, T. Ehrhardt, P. Eller, R. Engel, J. Evans, P.A. Evenson, S. Fahey, A.R. Fazely, S. Fiedlschuster, A.T. Fienberg, K. Filimonov, C. Finley, L. Fischer, D. Fox, A. Franckowiak, E. Friedman, A. Fritz, P. Fürst, T.K. Gaisser, J. Gallagher
Abstract
A convolutional neural network based cascade reconstruction for the IceCube Neutrino Observatory, The IceCube collaboration, Abbasi, R., Ackermann, M., Adams, J., Aguilar, J.A., Ahlers, M., Ahrens, M., Alispach, C., Alves, A.A., Amin, N.M., An, R., Andeen, K., Anderson, T., Ansseau, I., Anton, G., Argüelles, C., Axani, S., Bai, X., Balagopal V., A., Barbano, A., Barwick, S.W., Bastian, B., Basu, V., Baum, V., Baur, S., Bay, R., Beatty, J.J., Becker, K.-H., Becker Tjus, J., Bellenghi, C., BenZvi, S., Berley, D., Bernardini, E., Besson, D.Z., Binder, G., Bindig, D., Blaufuss, E., Blot, S., Böser, S., Botner, O., Böttcher, J., Bourbeau, E., Bourbeau, J., Bradascio, F., Braun, J., Bron, S., Brostean-Kaiser, J., Burgman, A., Busse, R.S., Campana, M.A., Chen, C., Chirkin, D., Choi, S., Clark, B.A., Clark, K., Classen, L., Coleman, A., Collin, G.H., Conrad, J.M., Coppin, P., Correa, P., Cowen, D.F., Cross, R., Dave, P., Clercq, C.D., DeLaunay, J.J., Dembinski, H., Deoskar, K., Ridder, S.D., Desai, A., Desiati, P., de Vries, K.D., de Wasseige, G., de With, M., DeYoung, T., Dharani, S., Diaz, A., Díaz-Vélez, J.C., Dujmovic, H., Dunkman, M., DuVernois, M.A., Dvorak, E., Ehrhardt, T., Eller, P., Engel, R., Evans, J., Evenson, P.A., Fahey, S., Fazely, A.R., Fiedlschuster, S., Fienberg, A.T., Filimonov, K., Finley, C., Fischer, L., Fox, D., Franckowiak, A., Friedman, E., Fritz, A., Fürst, P., Gaisser, T.K., Gallagher, J., Ganster, E., Garrappa, S., Gerhardt, L., Ghadimi, A., Glaser, C., Glauch, T., Glüsenkamp, T., Goldschmidt, A., Gonzalez, J.G., Goswami, S., Grant, D., Grégoire, T., Griffith, Z., Griswold, S., Gündüz, M., Haack, C., Hallgren, A., Halliday, R., Halve, L., Halzen, F., Minh, M.H., Hanson, K., Hardin, J., Harnisch, A.A., Haungs, A., Hauser, S., Hebecker, D., Helbing, K., Henningsen, F., Hettinger, E.C., Hickford, S., Hignight, J., Hill, C., Hill, G.C., Hoffman, K.D., Hoffmann, R., Hoinka, T., Hokanson-Fasig, B., Hoshina, K., Huang, F., Huber, M., Huber, T., Hultqvist, K., Hünnefeld, M., Hussain, R., In, S., Iovine, N., Ishihara, A., Jansson, M., Japaridze, G.S., Jeong, M., Jones, B.J.P., Joppe, R., Kang, D., Kang, W., Kang, X., Kappes, A., Kappesser, D., Karg, T., Karl, M., Karle, A., Katz, U., Kauer, M., Kellermann, M., Kelley, J.L., Kheirandish, A., Kim, J., Kin, K., Kintscher, T., Kiryluk, J., Klein, S.R., Koirala, R., Kolanoski, H., Köpke, L., Kopper, C., Kopper, S., Koskinen, D.J., Koundal, P., Kovacevich, M., Kowalski, M., Krings, K., Krückl, G., Kurahashi, N., Kyriacou, A., Lagunas Gualda, C., Lanfranchi, J.L., Larson, M.J., Lauber, F., Lazar, J.P., Leonard, K., Leszczyńska, A., Li, Y., Liu, Q.R., Lohfink, E., Lozano Mariscal, C.J., Lu, L., Lucarelli, F., Ludwig, A., Luszczak, W., Lyu, Y., Ma, W.Y., Madsen, J., M. 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