1. Model-independent search for neutrino sources with the ANTARES neutrino telescope
- Author
-
Universitat Politècnica de València. Departamento de Física Aplicada - Departament de Física Aplicada, A*Midex Foundation, European Commission, Region Ile-de-France, Generalitat Valenciana, Conseil Régional d'Alsace, Ministerio de Economía y Empresa, Université Sorbonne Paris Cité, Institut Universitaire de France, European Regional Development Fund, Instituto Nazionale di Fisica Nucleare, Ministerio de Economía y Competitividad, Conseil Régional Provence-Alpes-Côte d'Azur, Netherlands Organization for Scientific Research, Département du Var and Ville de La Seyne-sur-Mer, National Authority for Scientific Research, Rumanía, Bundesministerium für Bildung und Forschung, Alemania, Centre National de la Recherche Scientifique, Francia, Foundation for Fundamental Research on Matter, Holanda, Council on grants of the President of the Russian Federation, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Francia, Laboratoire d'Excellence OCEVU (Origines, Constituants & ÉVolution de l'Univers), Ministère de l'Education Nationale, de la Formation professionnelle, de l'Enseignement Supérieur et de la Recherche Scientifique, Marruecos, Albert, A., Andre, M., Anghinolfi, M., Anton, G., Ardid Ramírez, Miguel, Aubert, J. J., Avgitas, T., Baret, B., Barrios-Marti, J., Basa, S., Bertin, V., Biagi, S., Bormuth, R., Bourret, S., Bouwhuis, M. C., Felis-Enguix, Iván, Martínez Mora, Juan Antonio, Saldaña-Coscollar, María, Universitat Politècnica de València. Departamento de Física Aplicada - Departament de Física Aplicada, A*Midex Foundation, European Commission, Region Ile-de-France, Generalitat Valenciana, Conseil Régional d'Alsace, Ministerio de Economía y Empresa, Université Sorbonne Paris Cité, Institut Universitaire de France, European Regional Development Fund, Instituto Nazionale di Fisica Nucleare, Ministerio de Economía y Competitividad, Conseil Régional Provence-Alpes-Côte d'Azur, Netherlands Organization for Scientific Research, Département du Var and Ville de La Seyne-sur-Mer, National Authority for Scientific Research, Rumanía, Bundesministerium für Bildung und Forschung, Alemania, Centre National de la Recherche Scientifique, Francia, Foundation for Fundamental Research on Matter, Holanda, Council on grants of the President of the Russian Federation, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Francia, Laboratoire d'Excellence OCEVU (Origines, Constituants & ÉVolution de l'Univers), Ministère de l'Education Nationale, de la Formation professionnelle, de l'Enseignement Supérieur et de la Recherche Scientifique, Marruecos, Albert, A., Andre, M., Anghinolfi, M., Anton, G., Ardid Ramírez, Miguel, Aubert, J. J., Avgitas, T., Baret, B., Barrios-Marti, J., Basa, S., Bertin, V., Biagi, S., Bormuth, R., Bourret, S., Bouwhuis, M. C., Felis-Enguix, Iván, Martínez Mora, Juan Antonio, and Saldaña-Coscollar, María
- Abstract
[EN] A novel method to analyse the spatial distribution of neutrino candidates recorded with the ANTARES neutrino telescope is introduced, searching for an excess of neutrinos in a region of arbitrary size and shape from any direction in the sky. Techniques originating from the domains of machine learning, pat- tern recognition and image processing are used to purify the sample of neutrino candidates and for the analysis of the obtained skymap. In contrast to a dedicated search for a speci¿c neutrino emission model, this approach is sensitive to a wide range of possible morphologies of potential sources of high-energy neutrino emission. The application of these methods to ANTARES data yields a large-scale excess with a post-trial signi¿cance of 2.5¿ . Applied to public data from IceCube in its IC40 con¿guration, an excess consistent with the results from ANTARES is observed with a post-trial signi¿cance of 2.1¿ .
- Published
- 2020