{"id":"https://openalex.org/W7204121315","doi":"https://doi.org/10.1088/2632-2153/aebcc0","title":"On-detector machine learning for beam-induced background rejection at a 10 TeV muon collider","display_name":"On-detector machine learning for beam-induced background rejection at a 10 TeV muon collider","publication_year":2026,"publication_date":"2026-11-02","ids":{"openalex":"https://openalex.org/W7204121315","doi":"https://doi.org/10.1088/2632-2153/aebcc0"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/aebcc0","doi":"https://doi.org/10.1088/2632-2153/aebcc0","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/aebcc0","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/aebcc0/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2632-2153/aebcc0/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093048818","display_name":"Daniel Abadjiev","orcid":"https://orcid.org/0000-0002-2702-2141","observed_orcids":["https://orcid.org/0000-0002-2702-2141"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Svetlin Abadjiev","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":"https://orcid.org/0000-0002-2702-2141","affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126372241","display_name":"Eliza Howard","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eliza Howard","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148011789","display_name":"Tsz Ngong You","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tsz N You","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006422387","display_name":"Ryan Michaud","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Michaud","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108063242","display_name":"B. R. Roberts","orcid":"https://orcid.org/0000-0001-5235-8256","observed_orcids":["https://orcid.org/0000-0001-5235-8256"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Ryan Roberts","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":"https://orcid.org/0000-0001-5235-8256","affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143178198","display_name":"Benjamin Rosser","orcid":"https://orcid.org/0000-0001-7492-831X","observed_orcids":["https://orcid.org/0000-0001-7492-831X"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Rosser","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":"https://orcid.org/0000-0001-7492-831X","affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5149316843","display_name":"Karri Folan Di Petrillo","orcid":"https://orcid.org/0000-0001-8001-4602","observed_orcids":["https://orcid.org/0000-0001-8001-4602"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Karri Folan Di Petrillo","raw_affiliation_strings":["The University of Chicago Enrico Fermi Institute"],"raw_orcid":"https://orcid.org/0000-0001-8001-4602","affiliations":[{"raw_affiliation_string":"The University of Chicago Enrico Fermi Institute","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016556116","display_name":"Doug Berry","orcid":"https://orcid.org/0000-0002-5383-8320","observed_orcids":["https://orcid.org/0000-0002-5383-8320"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas Berry","raw_affiliation_strings":["Fermilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermilab","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148139071","display_name":"Arghya Ranjan Das","orcid":"https://orcid.org/0000-0001-8451-0806","observed_orcids":["https://orcid.org/0000-0001-8451-0806"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arghya Ranjan Das","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0000-0001-8451-0806","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148064669","display_name":"Jennet Dickinson","orcid":"https://orcid.org/0000-0001-5450-5328","observed_orcids":["https://orcid.org/0000-0001-5450-5328"]},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennet Dickinson","raw_affiliation_strings":["Cornell University"],"raw_orcid":"https://orcid.org/0000-0001-5450-5328","affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079644832","display_name":"Giuseppe Di Guglielmo","orcid":"https://orcid.org/0000-0002-5749-1432","observed_orcids":["https://orcid.org/0000-0002-5749-1432"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giuseppe D Guglielmo","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111378101","display_name":"Harshul Gupta","orcid":"https://orcid.org/0000-0001-8551-7866","observed_orcids":["https://orcid.org/0000-0001-8551-7866"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harshul Gupta","raw_affiliation_strings":["University of Illinois Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040566876","display_name":"Farah Fahim","orcid":"https://orcid.org/0000-0003-1252-1447","observed_orcids":["https://orcid.org/0000-0003-1252-1447"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farah Khalid Fahim","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135086457","display_name":"A Gandrakota","orcid":"https://orcid.org/0000-0003-4860-3233","observed_orcids":["https://orcid.org/0000-0003-4860-3233"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhijith Gandrakota","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":"https://orcid.org/0000-0003-4860-3233","affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151803176","display_name":"Lindsey Gray","orcid":"https://orcid.org/0000-0002-6408-4288","observed_orcids":["https://orcid.org/0000-0002-6408-4288","https://orcid.org/0000-0003-2752-1183"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lindsey Gray","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078386339","display_name":"James Hirschauer","orcid":"https://orcid.org/0000-0002-8244-0805","observed_orcids":["https://orcid.org/0000-0002-8244-0805"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Hirschauer","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126382588","display_name":"David Jiang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Jiang","raw_affiliation_strings":["University of Illinois Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126415798","display_name":"Shiqi Kuang","orcid":"https://orcid.org/0009-0003-2765-1671","observed_orcids":["https://orcid.org/0009-0003-2765-1671"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiqi Kuang","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0009-0003-2765-1671","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120542259","display_name":"Ron Lipton","orcid":"https://orcid.org/0000-0002-6665-7289","observed_orcids":["https://orcid.org/0000-0002-6665-7289"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald Lipton","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027384336","display_name":"M. Littmann","orcid":"https://orcid.org/0009-0009-6407-3130","observed_orcids":["https://orcid.org/0009-0009-6407-3130"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mira Littmann","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151784937","display_name":"Miaoyuan Liu","orcid":"https://orcid.org/0000-0001-9012-395X","observed_orcids":["https://orcid.org/0000-0001-9012-395X"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miaoyuan Liu","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0000-0001-9012-395X","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089574904","display_name":"N. Manganelli","orcid":"https://orcid.org/0000-0002-3398-4531","observed_orcids":["https://orcid.org/0000-0002-3398-4531"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Manganelli","raw_affiliation_strings":["Northeastern University - Boston Campus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University - Boston Campus","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107836437","display_name":"P. Maksimovic","orcid":"https://orcid.org/0000-0002-2358-2168","observed_orcids":["https://orcid.org/0000-0002-2358-2168"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petar Maksimovic","raw_affiliation_strings":["Johns Hopkins University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148162708","display_name":"Corrinne Mills","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Corrinne Mills","raw_affiliation_strings":["University of Illinois Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127221146","display_name":"Mark S. Neubauer","orcid":"https://orcid.org/0000-0001-8434-9274","observed_orcids":["https://orcid.org/0000-0001-8434-9274"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Neubauer","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":"https://orcid.org/0000-0001-8434-9274","affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120049583","display_name":"Aidan Nicholas","orcid":"https://orcid.org/0009-0001-0837-4395","observed_orcids":["https://orcid.org/0009-0001-0837-4395"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aidan Nicholas","raw_affiliation_strings":["The University of Chicago"],"raw_orcid":"https://orcid.org/0009-0001-0837-4395","affiliations":[{"raw_affiliation_string":"The University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059363658","display_name":"Benjamin Parpillon","orcid":"https://orcid.org/0009-0002-6713-1497","observed_orcids":["https://orcid.org/0009-0002-6713-1497"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Parpillon","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019865926","display_name":"J. Pearkes","orcid":"https://orcid.org/0000-0002-5205-4065","observed_orcids":["https://orcid.org/0000-0002-5205-4065"]},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jannicke Pearkes","raw_affiliation_strings":["University of Colorado Boulder"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148101242","display_name":"Adam Quinn","orcid":"https://orcid.org/0009-0006-0505-6371","observed_orcids":["https://orcid.org/0009-0006-0505-6371"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Quinn","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":"https://orcid.org/0009-0006-0505-6371","affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114192447","display_name":"Danush Shekar","orcid":"https://orcid.org/0000-0001-6679-6708","observed_orcids":["https://orcid.org/0000-0001-6679-6708"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danush Shekar","raw_affiliation_strings":["University of Illinois Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126402121","display_name":"Ricardo Silvestre","orcid":"https://orcid.org/0009-0001-4333-8058","observed_orcids":["https://orcid.org/0009-0001-4333-8058"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricardo Silvestre","raw_affiliation_strings":["University of Illinois Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111152697","display_name":"Chinar Syal","orcid":"https://orcid.org/0009-0001-9451-8980","observed_orcids":["https://orcid.org/0009-0001-9451-8980"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chinar Syal","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148072336","display_name":"Morris Swartz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Morris Swartz","raw_affiliation_strings":["Johns Hopkins University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027859385","display_name":"Nhan Tran","orcid":"https://orcid.org/0000-0002-8440-6854","observed_orcids":["https://orcid.org/0000-0002-8440-6854"]},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nhan Tran","raw_affiliation_strings":["Fermi National Accelerator Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermi National Accelerator Laboratory","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126414747","display_name":"Amit Trivedi","orcid":"https://orcid.org/0000-0001-5436-7922","observed_orcids":["https://orcid.org/0000-0001-5436-7922"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Ranjan Trivedi","raw_affiliation_strings":["University of Illinois at Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151726877","display_name":"Keith Ulmer","orcid":"https://orcid.org/0000-0001-6875-9177","observed_orcids":["https://orcid.org/0000-0001-6875-9177"]},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith Ulmer","raw_affiliation_strings":["University of Colorado Boulder"],"raw_orcid":"https://orcid.org/0000-0001-6875-9177","affiliations":[{"raw_affiliation_string":"University of Colorado Boulder","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151758019","display_name":"Mohammad Abrar Wadud","orcid":"https://orcid.org/0000-0002-0653-0761","observed_orcids":["https://orcid.org/0000-0002-0653-0761"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad A Wadud","raw_affiliation_strings":["University of Illinois Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135674977","display_name":"Benjamin Weiss","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Weiss","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5149316843"],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":{"value":3000,"currency":"USD","value_usd":3000},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59385505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.9955999851226807,"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/T11044","display_name":"Particle Detector Development and Performance","score":0.9955999851226807,"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":0.0010999999940395355,"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/T11367","display_name":"Particle accelerators and beam dynamics","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/beam-induced-background","display_name":"beam-induced background","score":0.7080000042915344},{"id":"https://openalex.org/keywords/muon-collider","display_name":"muon collider","score":0.8659999966621399},{"id":"https://openalex.org/keywords/vertex-detector","display_name":"vertex detector","score":0.7900000214576721},{"id":"https://openalex.org/keywords/neural-network-architecture","display_name":"neural network architecture","score":0.7390000224113464},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"high-level synthesis","score":0.925000011920929},{"id":"https://openalex.org/keywords/data-reduction","display_name":"data reduction","score":0.531000018119812},{"id":"https://openalex.org/keywords/asic-implementation","display_name":"ASIC implementation","score":0.6320000290870667},{"id":"https://openalex.org/keywords/detector-occupancy","display_name":"detector occupancy","score":0.6570000052452087}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.6705999970436096},{"id":"https://openalex.org/C205334942","wikidata":"https://www.wikidata.org/wiki/Q3151","display_name":"Muon","level":2,"score":0.602400004863739},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.5601999759674072},{"id":"https://openalex.org/C106152062","wikidata":"https://www.wikidata.org/wiki/Q6937066","display_name":"Muon collider","level":4,"score":0.5548999905586243},{"id":"https://openalex.org/C152290109","wikidata":"https://www.wikidata.org/wiki/Q2033879","display_name":"Collider","level":2,"score":0.5525000095367432},{"id":"https://openalex.org/C87668248","wikidata":"https://www.wikidata.org/wiki/Q40605","display_name":"Large Hadron Collider","level":2,"score":0.5228000283241272},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4952000081539154},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.48820000886917114},{"id":"https://openalex.org/C2777289228","wikidata":"https://www.wikidata.org/wiki/Q780348","display_name":"International Linear Collider","level":3,"score":0.45570001006126404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41339999437332153},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.3926999866962433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37929999828338623},{"id":"https://openalex.org/C2780117330","wikidata":"https://www.wikidata.org/wiki/Q1192186","display_name":"Superconducting Super Collider","level":4,"score":0.365200012922287},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.34040001034736633},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.33550000190734863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2985000014305115},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C32653426","wikidata":"https://www.wikidata.org/wiki/Q3813641","display_name":"Background subtraction","level":3,"score":0.290800005197525},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.26510000228881836},{"id":"https://openalex.org/C77390884","wikidata":"https://www.wikidata.org/wiki/Q217302","display_name":"Application-specific integrated circuit","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1088/2632-2153/aebcc0","doi":"https://doi.org/10.1088/2632-2153/aebcc0","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/aebcc0","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/aebcc0/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2608.21327","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.21327","pdf_url":"https://arxiv.org/pdf/2608.21327","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2608.21327","doi":"https://doi.org/10.48550/arxiv.2608.21327","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2608.21327","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/aebcc0","doi":"https://doi.org/10.1088/2632-2153/aebcc0","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/aebcc0","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/aebcc0/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1480457092","display_name":null,"funder_award_id":"DE-SC0023715","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1656364973","display_name":"Studies in Elementary Particle Physics","funder_award_id":"2012584","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1726055193","display_name":"Collaborative Proposal:  Geodynamic Tomography:  A New Approach to Studies of Mantle Upwelling and its Application to the Lau Basin and The East Pacific Rise","funder_award_id":"0002501","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1736913640","display_name":"CAREER: Pixel Powered Discoveries at the LHC and Beyond","funder_award_id":"2443370","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1959365839","display_name":null,"funder_award_id":"DE-SC0023365","funder_id":"https://openalex.org/F4320337511","funder_display_name":"High Energy Physics"},{"id":"https://openalex.org/G2376186588","display_name":null,"funder_award_id":"89243024CSC000002","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G2388497102","display_name":null,"funder_award_id":"SFI-MPS-T-MPS00010555","funder_id":"https://openalex.org/F4320306164","funder_display_name":"Simons Foundation"},{"id":"https://openalex.org/G3239128001","display_name":"Bridge to the HL-LHC: CMS Upgrades and Run 3 Physics","funder_award_id":"2513237","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3270322552","display_name":null,"funder_award_id":"DE-FOA-0002501","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G5574724152","display_name":null,"funder_award_id":"89243024CSC000002","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6471802762","display_name":null,"funder_award_id":"89243024CSC000002","funder_id":"https://openalex.org/F4320337511","funder_display_name":"High Energy Physics"},{"id":"https://openalex.org/G6588038567","display_name":"HDR Institute: Accelerated AI Algorithms for Data-Driven Discovery","funder_award_id":"2117997","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306164","display_name":"Simons Foundation","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320336454","display_name":"Division of Physics","ror":"https://ror.org/04ap5x931"},{"id":"https://openalex.org/F4320337377","display_name":"Office of Advanced Cyberinfrastructure","ror":"https://ror.org/04nh1dc89"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"},{"id":"https://openalex.org/F4320337511","display_name":"High Energy Physics","ror":"https://ror.org/035m6g344"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204121315.pdf","grobid_xml":"https://content.openalex.org/works/W7204121315.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4221163306","https://openalex.org/W7104276804","https://openalex.org/W3101139115","https://openalex.org/W6968851676","https://openalex.org/W6969226768","https://openalex.org/W4393049798","https://openalex.org/W3136402502","https://openalex.org/W7163092259","https://openalex.org/W7213073640","https://openalex.org/W4391362061"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"10":[2],"TeV":[3],"Muon":[4,26,134],"Collider":[5],"is":[6],"a":[7,11,123,132],"compelling":[8],"candidate":[9],"for":[10,55,125],"future":[12,133],"energy-frontier":[13],"facility,":[14],"offering":[15],"unprecedented":[16],"opportunities":[17],"to":[18,66],"explore":[19],"the":[20,29,49,59,110,119,127],"fundamental":[21],"laws":[22],"of":[23,51,76,112],"particle":[24],"physics.":[25],"decays":[27],"in":[28,58,118],"collider":[30],"ring":[31],"produce":[32],"intense":[33],"beam-induced":[34],"background":[35,68],"(BIB)":[36],"that":[37],"can":[38],"overwhelm":[39],"detector":[40],"occupancy":[41],"and":[42,80],"exceed":[43],"readout":[44,129],"bandwidth":[45],"constraints.":[46],"We":[47,72],"investigate":[48],"potential":[50,104,111],"on-detector":[52],"Machine":[53],"Learning":[54],"BIB":[56,115],"rejection":[57,116],"vertex":[60],"detector,":[61],"exploiting":[62],"pixel":[63,120],"cluster":[64],"shapes":[65],"distinguish":[67],"from":[69],"collision":[70],"products.":[71],"study":[73],"three":[74],"classes":[75],"lightweight":[77],"neural-network":[78],"architectures,":[79],"evaluate":[81],"their":[82],"implementation":[83],"feasibility":[84],"using":[85],"high-level":[86],"synthesis.":[87],"Selected":[88],"architectures":[89],"achieve":[90],"88-90%":[91],"data":[92],"reduction":[93],"at":[94,131],"99%":[95],"signal":[96],"efficiency,":[97],"while":[98],"requiring":[99],"hardware":[100],"resources":[101],"compatible":[102],"with":[103],"ASIC":[105],"implementation.":[106],"These":[107],"results":[108],"demonstrate":[109],"performing":[113],"substantial":[114],"directly":[117],"readout,":[121],"providing":[122],"strategy":[124],"meeting":[126],"tracker":[128],"requirements":[130],"Collider.":[135]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2026-08-25T00:00:00"}