{"id":"https://openalex.org/W7103192575","doi":"https://doi.org/10.48550/arxiv.2510.26316","title":"Generative Artificial Intelligence for Air Shower Simulation","display_name":"Generative Artificial Intelligence for Air Shower Simulation","publication_year":2025,"publication_date":"2025-10-30","ids":{"openalex":"https://openalex.org/W7103192575","doi":"https://doi.org/10.48550/arxiv.2510.26316"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2510.26316","doi":"https://doi.org/10.48550/arxiv.2510.26316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.26316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2510.26316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102129513","display_name":"C. Bozza","orcid":"https://orcid.org/0009-0006-3741-2676","observed_orcids":["https://orcid.org/0009-0006-3741-2676"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bozza, C.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103938720","display_name":"A. Caliv\u00e0","orcid":"https://orcid.org/0000-0002-2543-0336","observed_orcids":["https://orcid.org/0000-0002-2543-0336"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Caliv\u00e0, A.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"De Caro, A.","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"De Caro, A.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"De Gruttola, D.","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"De Gruttola, D.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040119095","display_name":"S. De Pasquale","orcid":"https://orcid.org/0000-0001-9236-0748","observed_orcids":["https://orcid.org/0000-0001-9236-0748"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"De Pasquale, S.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107244405","display_name":"L. Fusco","orcid":"https://orcid.org/0000-0001-8254-3372","observed_orcids":["https://orcid.org/0000-0001-8254-3372"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fusco, L. A.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082664720","display_name":"Giovanni Messuti","orcid":"https://orcid.org/0009-0005-0480-8124","observed_orcids":["https://orcid.org/0009-0005-0480-8124"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Messuti, G.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107986147","display_name":"Chiara Poir\u00e8","orcid":"https://orcid.org/0009-0002-7755-7379","observed_orcids":["https://orcid.org/0009-0002-7755-7379"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Poir\u00e8, C.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Scarpetta, S.","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Scarpetta, S.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]},{"author_position":"last","author":{"id":null,"display_name":"Virgili, T.","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4394709153","display_name":"Istituto Nazionale di Fisica Nucleare, Gruppo Collegato di Salerno","ror":"https://ror.org/043kfae87","country_code":null,"type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210108560","https://openalex.org/I4394709153"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Virgili, T.","raw_affiliation_strings":["Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica \"E.R. Caianiello\" , Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare , Gruppo Collegato di Salerno , at Universit\u00e0 degli Studi di Salerno , Via Giovanni Paolo II , 132 , 84084 Fisciano (SA) , Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4394709153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10818","display_name":"Astrophysics and Cosmic Phenomena","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10818","display_name":"Astrophysics and Cosmic Phenomena","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10921","display_name":"Neutrino Physics Research","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extensive-air-showers","display_name":"extensive air showers","score":0.9509999752044678},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9580000042915344},{"id":"https://openalex.org/keywords/cosmic-rays","display_name":"cosmic rays","score":0.718999981880188},{"id":"https://openalex.org/keywords/corsika","display_name":"CORSIKA","score":0.7409999966621399},{"id":"https://openalex.org/keywords/muon-energy-spectra","display_name":"muon energy spectra","score":0.7639999985694885},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.4429999887943268},{"id":"https://openalex.org/keywords/energy-consumption-reduction","display_name":"energy consumption reduction","score":0.6430000066757202}],"concepts":[{"id":"https://openalex.org/C151456734","wikidata":"https://www.wikidata.org/wiki/Q1316958","display_name":"Air shower","level":3,"score":0.6926000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5809999704360962},{"id":"https://openalex.org/C2776732256","wikidata":"https://www.wikidata.org/wiki/Q7863","display_name":"Shower","level":3,"score":0.5565999746322632},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5286999940872192},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5042999982833862},{"id":"https://openalex.org/C111309251","wikidata":"https://www.wikidata.org/wiki/Q11547","display_name":"Cosmic ray","level":2,"score":0.476500004529953},{"id":"https://openalex.org/C149629883","wikidata":"https://www.wikidata.org/wiki/Q660926","display_name":"Fraction (chemistry)","level":2,"score":0.47519999742507935},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.453000009059906},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.44119998812675476},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4226999878883362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3758000135421753},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.3716000020503998},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3089999854564667},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.28870001435279846},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2669000029563904},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.26080000400543213}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2510.26316","doi":"https://doi.org/10.48550/arxiv.2510.26316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.26316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2510.26316","doi":"https://doi.org/10.48550/arxiv.2510.26316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.26316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.9044249057769775,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"detailed":[1],"simulation":[2],"of":[3,25,39,57,88,101,114,138],"extensive":[4],"air":[5,76,91],"showers,":[6],"produced":[7],"by":[8,23,49,135],"primary":[9],"cosmic":[10],"rays":[11],"interacting":[12],"in":[13,44,54,152],"the":[14,40,45,55,117,127,143],"atmosphere,":[15],"is":[16,20,133],"a":[17,36,65,83,86,136,149],"task":[18],"that":[19],"traditionally":[21],"undertaken":[22],"means":[24],"Monte":[26],"Carlo":[27],"methods.":[28],"These":[29],"processes":[30],"are":[31],"computationally":[32],"intensive,":[33],"accounting":[34],"for":[35],"major":[37],"fraction":[38],"computational":[41,154],"resources":[42],"used":[43],"large-scale":[46],"simulations":[47],"required":[48],"current":[50],"and":[51,81,108,156],"future":[52],"experiments":[53],"field":[56],"astroparticle":[58],"physics.":[59],"In":[60],"this":[61],"work,":[62],"we":[63],"present":[64],"novel":[66],"approach":[67],"based":[68],"on":[69,85],"Generative":[70],"Adversarial":[71],"Networks":[72],"(GANs)":[73],"to":[74,142,148],"accelerate":[75],"shower":[77,132],"simulations.":[78],"We":[79],"developed":[80],"trained":[82],"GAN":[84],"dataset":[87],"high-energy":[89],"proton-induced":[90],"showers":[92],"generated":[93],"with":[94,140],"\\texttt{CORSIKA};":[95],"our":[96],"model":[97,118],"reproduces":[98],"key":[99],"distributions":[100,110],"secondary":[102],"particles,":[103],"such":[104],"as":[105],"energy":[106,157],"spectra":[107],"spatial":[109],"at":[111],"ground":[112],"level":[113],"muons.":[115],"Once":[116],"has":[119],"been":[120],"trained,":[121],"which":[122],"takes":[123],"approximately":[124],"74":[125],"hours,":[126],"generation":[128],"real":[129],"time":[130,155],"per":[131],"reduced":[134],"factor":[137],"$10^4$":[139],"respect":[141],"full":[144],"\\texttt{CORSIKA}":[145],"simulation,":[146],"leading":[147],"substantial":[150],"decrease":[151],"both":[153],"consumption.":[158]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-11-01T00:00:00"}
