{"id":"https://openalex.org/W3179176799","doi":"https://doi.org/10.1007/s41781-022-00082-6","title":"Shared Data and Algorithms for Deep Learning in Fundamental Physics","display_name":"Shared Data and Algorithms for Deep Learning in Fundamental Physics","publication_year":2022,"publication_date":"2022-05-03","ids":{"openalex":"https://openalex.org/W3179176799","doi":"https://doi.org/10.1007/s41781-022-00082-6","mag":"3179176799"},"language":"en","primary_location":{"id":"doi:10.1007/s41781-022-00082-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41781-022-00082-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41781-022-00082-6.pdf","source":{"id":"https://openalex.org/S4210229695","display_name":"Computing and Software for Big Science","issn_l":"2510-2036","issn":["2510-2036","2510-2044"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Software for Big Science","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s41781-022-00082-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050472831","display_name":"L. Benato","orcid":"https://orcid.org/0000-0001-5135-7489"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lisa Benato","raw_affiliation_strings":["Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007606537","display_name":"Erik Buhmann","orcid":"https://orcid.org/0000-0002-4805-3721"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Erik Buhmann","raw_affiliation_strings":["Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049875695","display_name":"M. Erdmann","orcid":"https://orcid.org/0000-0002-1653-1303"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Erdmann","raw_affiliation_strings":["III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015567755","display_name":"P. Fackeldey","orcid":"https://orcid.org/0000-0003-4932-7162"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Fackeldey","raw_affiliation_strings":["III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022790446","display_name":"Jonas Glombitza","orcid":"https://orcid.org/0000-0001-9683-4568"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Glombitza","raw_affiliation_strings":["III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105501372","display_name":"N. M. Hartmann","orcid":"https://orcid.org/0000-0003-0047-2908"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nikolai Hartmann","raw_affiliation_strings":["Fakult\u00e4t f\u00fcr Physik, Ludwig Maximilians University Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Physik, Ludwig Maximilians University Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031270964","display_name":"Gregor Kasieczka","orcid":"https://orcid.org/0000-0003-3457-2755"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gregor Kasieczka","raw_affiliation_strings":["Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083230034","display_name":"W. Korcari","orcid":"https://orcid.org/0000-0001-8017-5502"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"William Korcari","raw_affiliation_strings":["Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Experimentalphysik, Universit\u00e4t Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026546176","display_name":"T. Kuhr","orcid":"https://orcid.org/0000-0001-6251-8049"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Kuhr","raw_affiliation_strings":["Fakult\u00e4t f\u00fcr Physik, Ludwig Maximilians University Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Physik, Ludwig Maximilians University Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032910294","display_name":"Jan Steinheimer","orcid":"https://orcid.org/0000-0003-2565-7503"},"institutions":[{"id":"https://openalex.org/I2801628138","display_name":"Frankfurt Institute for Advanced Studies","ror":"https://ror.org/05vmv8m79","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801628138"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Steinheimer","raw_affiliation_strings":["Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I2801628138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112001245","display_name":"H. St\u00f6cker","orcid":null},"institutions":[{"id":"https://openalex.org/I2801628138","display_name":"Frankfurt Institute for Advanced Studies","ror":"https://ror.org/05vmv8m79","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801628138"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Horst St\u00f6cker","raw_affiliation_strings":["Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I2801628138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020982327","display_name":"Tilman Plehn","orcid":"https://orcid.org/0000-0001-5660-7790"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilman Plehn","raw_affiliation_strings":["Institut f\u00fcr Theoretische Physik, Universit\u00e4t Heidelberg, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Theoretische Physik, Universit\u00e4t Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101640344","display_name":"Kai Zhou","orcid":"https://orcid.org/0000-0001-9859-1758"},"institutions":[{"id":"https://openalex.org/I2801628138","display_name":"Frankfurt Institute for Advanced Studies","ror":"https://ror.org/05vmv8m79","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801628138"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Zhou","raw_affiliation_strings":["Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I2801628138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5050472831"],"corresponding_institution_ids":["https://openalex.org/I159176309"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3280},"apc_paid":{"value":2590,"currency":"EUR","value_usd":3280},"fwci":2.6486,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97643568,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9994000196456909,"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/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9994000196456909,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10527","display_name":"High-Energy Particle Collisions Research","score":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.5467913150787354},{"id":"https://openalex.org/keywords/particle-physics","display_name":"Particle physics","score":0.49545204639434814},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.48918941617012024},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4834481179714203},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46332165598869324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44120365381240845},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40530645847320557},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3011101484298706},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18811091780662537}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5467913150787354},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.49545204639434814},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.48918941617012024},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4834481179714203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46332165598869324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44120365381240845},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40530645847320557},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3011101484298706},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18811091780662537}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41781-022-00082-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41781-022-00082-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41781-022-00082-6.pdf","source":{"id":"https://openalex.org/S4210229695","display_name":"Computing and Software for Big Science","issn_l":"2510-2036","issn":["2510-2036","2510-2044"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Software for Big Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2107.00656","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.00656","pdf_url":"https://arxiv.org/pdf/2107.00656","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s41781-022-00082-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41781-022-00082-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41781-022-00082-6.pdf","source":{"id":"https://openalex.org/S4210229695","display_name":"Computing and Software for Big Science","issn_l":"2510-2036","issn":["2510-2036","2510-2044"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Software for Big Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2399638581","display_name":null,"funder_award_id":"Innovative Digitale Technologien zur Erforschung von Universum und Materie","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G360481802","display_name":null,"funder_award_id":"39083330","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G439148742","display_name":null,"funder_award_id":"390783311","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5106512922","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5485554045","display_name":null,"funder_award_id":"3907833","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6955755495","display_name":null,"funder_award_id":"Germany","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7096730101","display_name":null,"funder_award_id":"EXC 2121","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7298742525","display_name":null,"funder_award_id":"390833306","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7697697118","display_name":null,"funder_award_id":"EXC 2094","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8330397625","display_name":null,"funder_award_id":"Funding","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8413167928","display_name":null,"funder_award_id":"Excellence Strategy","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G8859842668","display_name":null,"funder_award_id":"90783311","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8928656450","display_name":null,"funder_award_id":"Projekt DEAL","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320323381","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956"},{"id":"https://openalex.org/F4320334759","display_name":"Deutsches Elektronen-Synchrotron","ror":"https://ror.org/01js2sh04"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3179176799.pdf","grobid_xml":"https://content.openalex.org/works/W3179176799.grobid-xml"},"referenced_works_count":126,"referenced_works":["https://openalex.org/W178757487","https://openalex.org/W888081670","https://openalex.org/W1522301498","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1690836630","https://openalex.org/W1836465849","https://openalex.org/W1948741571","https://openalex.org/W1987435915","https://openalex.org/W2058473007","https://openalex.org/W2064675550","https://openalex.org/W2070903826","https://openalex.org/W2075972939","https://openalex.org/W2095705004","https://openalex.org/W2100507804","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2125102738","https://openalex.org/W2148111402","https://openalex.org/W2165037242","https://openalex.org/W2194775991","https://openalex.org/W2252578136","https://openalex.org/W2257617748","https://openalex.org/W2265597572","https://openalex.org/W2269492499","https://openalex.org/W2479485000","https://openalex.org/W2519887557","https://openalex.org/W2563484019","https://openalex.org/W2586557507","https://openalex.org/W2739988885","https://openalex.org/W2744415540","https://openalex.org/W2769967085","https://openalex.org/W2782719466","https://openalex.org/W2785053089","https://openalex.org/W2787586057","https://openalex.org/W2795194658","https://openalex.org/W2890129166","https://openalex.org/W2895846750","https://openalex.org/W2896693058","https://openalex.org/W2899303573","https://openalex.org/W2905997089","https://openalex.org/W2911629809","https://openalex.org/W2915621743","https://openalex.org/W2916245928","https://openalex.org/W2916639378","https://openalex.org/W2923537029","https://openalex.org/W2939979914","https://openalex.org/W2949117887","https://openalex.org/W2949314085","https://openalex.org/W2949608135","https://openalex.org/W2949650786","https://openalex.org/W2950842148","https://openalex.org/W2951023803","https://openalex.org/W2955457957","https://openalex.org/W2957761877","https://openalex.org/W2959811291","https://openalex.org/W2962835968","https://openalex.org/W2964015378","https://openalex.org/W2964121744","https://openalex.org/W2968312879","https://openalex.org/W2979750740","https://openalex.org/W2981854741","https://openalex.org/W2995050184","https://openalex.org/W3002851826","https://openalex.org/W3013398575","https://openalex.org/W3013618247","https://openalex.org/W3022781801","https://openalex.org/W3033455198","https://openalex.org/W3034686470","https://openalex.org/W3035965352","https://openalex.org/W3038360393","https://openalex.org/W3045164669","https://openalex.org/W3049760802","https://openalex.org/W3080754982","https://openalex.org/W3081703151","https://openalex.org/W3082864110","https://openalex.org/W3083570211","https://openalex.org/W3083991925","https://openalex.org/W3092470512","https://openalex.org/W3098894383","https://openalex.org/W3098955584","https://openalex.org/W3099878876","https://openalex.org/W3101073376","https://openalex.org/W3101259267","https://openalex.org/W3101501459","https://openalex.org/W3102363241","https://openalex.org/W3104469907","https://openalex.org/W3104561293","https://openalex.org/W3104674222","https://openalex.org/W3104690326","https://openalex.org/W3105412497","https://openalex.org/W3105797459","https://openalex.org/W3107101184","https://openalex.org/W3107340688","https://openalex.org/W3107418196","https://openalex.org/W3108284800","https://openalex.org/W3111287320","https://openalex.org/W3111893633","https://openalex.org/W3112412513","https://openalex.org/W3118608800","https://openalex.org/W3120516871","https://openalex.org/W3121614399","https://openalex.org/W3122543598","https://openalex.org/W3123787340","https://openalex.org/W3123827117","https://openalex.org/W3125015045","https://openalex.org/W3125889496","https://openalex.org/W3131154467","https://openalex.org/W3134404851","https://openalex.org/W3134779028","https://openalex.org/W3157843951","https://openalex.org/W3168485969","https://openalex.org/W3185503605","https://openalex.org/W3208270664","https://openalex.org/W3208994037","https://openalex.org/W4210681283","https://openalex.org/W4220812970","https://openalex.org/W4232774153","https://openalex.org/W4287748763","https://openalex.org/W4294568802","https://openalex.org/W4322095660","https://openalex.org/W4393538237","https://openalex.org/W4394053728","https://openalex.org/W6884637099","https://openalex.org/W6931575713","https://openalex.org/W6966798785"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W3193760048","https://openalex.org/W4214505573"],"abstract_inverted_index":{"Abstract":[0],"We":[1,81,124],"introduce":[2],"a":[3,13,103,117],"Python":[4],"package":[5],"that":[6,111,126],"provides":[7],"simple":[8,104],"and":[9,25,27,48,64,75,85,87,162,178],"unified":[10],"access":[11],"to":[12,116,132],"collection":[14],"of":[15,120,152,168],"datasets":[16,35,53,92],"from":[17,54],"fundamental":[18,56,79,157],"physics":[19,57],"research\u2014including":[20],"particle":[21],"physics,":[22,24,158],"astroparticle":[23],"hadron-":[26],"nuclear":[28],"physics\u2014for":[29],"supervised":[30,121],"machine":[31,73],"learning":[32,74,77,122],"studies.":[33],"The":[34],"contain":[36],"hadronic":[37,46],"top":[38],"quarks,":[39],"cosmic-ray-induced":[40],"air":[41],"showers,":[42],"phase":[43],"transitions":[44],"in":[45,78],"matter,":[47],"generator-level":[49],"histories.":[50],"While":[51],"public":[52],"multiple":[55],"disciplines":[58],"already":[59],"exist,":[60],"the":[61,83],"common":[62],"interface":[63],"provided":[65,173],"reference":[66,180],"models":[67],"simplify":[68,139],"future":[69],"work":[70],"on":[71,135,148],"cross-disciplinary":[72],"transfer":[76],"physics.":[80],"discuss":[82],"design":[84],"structure":[86],"line":[88],"out":[89],"how":[90,149],"additional":[91],"can":[93,112,159],"be":[94,114,160],"submitted":[95],"for":[96,141,156,166,174],"inclusion.":[97],"As":[98],"showcase":[99],"application,":[100],"we":[101,144],"present":[102],"yet":[105],"flexible":[106],"graph-based":[107,150],"neural":[108],"network":[109],"architecture":[110],"easily":[113],"applied":[115],"wide":[118],"range":[119],"tasks.":[123],"show":[125],"our":[127,175],"approach":[128],"reaches":[129],"performance":[130],"close":[131],"dedicated":[133],"methods":[134],"all":[136,179],"datasets.":[137],"To":[138],"adaptation":[140],"various":[142],"problems,":[143],"provide":[145,163],"easy-to-follow":[146],"instructions":[147],"representations":[151],"data":[153],"structures,":[154],"relevant":[155],"constructed":[161],"code":[164],"implementations":[165],"several":[167],"them.":[169],"Implementations":[170],"are":[171],"also":[172],"proposed":[176],"method":[177],"algorithms.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
