{"id":"https://openalex.org/W4400484592","doi":"https://doi.org/10.1145/3663529.3663830","title":"A Machine Learning-Based Error Mitigation Approach for Reliable Software Development on IBM\u2019s Quantum Computers","display_name":"A Machine Learning-Based Error Mitigation Approach for Reliable Software Development on IBM\u2019s Quantum Computers","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400484592","doi":"https://doi.org/10.1145/3663529.3663830"},"language":"en","primary_location":{"id":"doi:10.1145/3663529.3663830","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663529.3663830","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663529.3663830?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3663529.3663830?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092372416","display_name":"Asmar Muqeet","orcid":"https://orcid.org/0000-0003-2620-3167"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]},{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Asmar Muqeet","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway / University of Oslo, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway / University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076142098","display_name":"Shaukat Ali","orcid":"https://orcid.org/0000-0002-9979-3519"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Shaukat Ali","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway / Oslo Metropolitan University, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway / Oslo Metropolitan University, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058828089","display_name":"Tao Yue","orcid":"https://orcid.org/0000-0003-3262-5577"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tao Yue","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021486887","display_name":"Paolo Arcaini","orcid":"https://orcid.org/0000-0002-6253-4062"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Paolo Arcaini","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092372416"],"corresponding_institution_ids":["https://openalex.org/I184942183","https://openalex.org/I2799829267"],"apc_list":null,"apc_paid":null,"fwci":5.4507,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96238138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9994999766349792,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9905999898910522,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/ibm","display_name":"IBM","score":0.8232158422470093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7772608995437622},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5305398106575012},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.44106918573379517},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4235672354698181},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.41595378518104553},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3875391185283661},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.37132203578948975},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.33876916766166687},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.31989586353302},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.273639440536499}],"concepts":[{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.8232158422470093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7772608995437622},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5305398106575012},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.44106918573379517},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4235672354698181},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.41595378518104553},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3875391185283661},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.37132203578948975},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.33876916766166687},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.31989586353302},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.273639440536499},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3663529.3663830","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663529.3663830","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663529.3663830?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3663529.3663830","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663529.3663830","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663529.3663830?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1716091338","display_name":null,"funder_award_id":"JPMJMI20B8","funder_id":"https://openalex.org/F4320338243","funder_display_name":"JST-Mirai Program"},{"id":"https://openalex.org/G2096367874","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G2317235112","display_name":null,"funder_award_id":"Number","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G3748656914","display_name":null,"funder_award_id":"Norway","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G6831152812","display_name":null,"funder_award_id":"299827","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320338243","display_name":"JST-Mirai Program","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400484592.pdf","grobid_xml":"https://content.openalex.org/works/W4400484592.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1990332194","https://openalex.org/W2025353921","https://openalex.org/W2052129968","https://openalex.org/W2102008187","https://openalex.org/W2107050628","https://openalex.org/W2250846751","https://openalex.org/W2268604949","https://openalex.org/W2558921197","https://openalex.org/W2562526363","https://openalex.org/W2605985841","https://openalex.org/W2947521293","https://openalex.org/W2949676527","https://openalex.org/W2964060211","https://openalex.org/W2965632114","https://openalex.org/W2970450884","https://openalex.org/W2978630019","https://openalex.org/W2995545873","https://openalex.org/W3026019671","https://openalex.org/W3026161804","https://openalex.org/W3028056599","https://openalex.org/W3081255579","https://openalex.org/W3100652823","https://openalex.org/W3103872322","https://openalex.org/W3104660409","https://openalex.org/W3105205988","https://openalex.org/W3105820062","https://openalex.org/W3106279610","https://openalex.org/W3108564514","https://openalex.org/W3110697055","https://openalex.org/W3153758851","https://openalex.org/W3154524778","https://openalex.org/W3185325938","https://openalex.org/W3211386740","https://openalex.org/W3214850722","https://openalex.org/W4210633609","https://openalex.org/W4211180297","https://openalex.org/W4212812315","https://openalex.org/W4223891298","https://openalex.org/W4251465000","https://openalex.org/W4251988601","https://openalex.org/W4294935050","https://openalex.org/W4298222310","https://openalex.org/W4301394264","https://openalex.org/W4308067211","https://openalex.org/W4308481723","https://openalex.org/W4312697930","https://openalex.org/W4375859090","https://openalex.org/W4376606867","https://openalex.org/W4384934446","https://openalex.org/W4387886056","https://openalex.org/W6647728670","https://openalex.org/W6833780757","https://openalex.org/W6930435738"],"related_works":["https://openalex.org/W3034653840","https://openalex.org/W4220701436","https://openalex.org/W4288020428","https://openalex.org/W4281396976","https://openalex.org/W2041206904","https://openalex.org/W4292387542","https://openalex.org/W2989046916","https://openalex.org/W204679888","https://openalex.org/W4285214172","https://openalex.org/W2997740458"],"abstract_inverted_index":{"Quantum":[0],"computers":[1,8,17,110,150],"have":[2,23,69],"the":[3,31,38,42,135,156],"potential":[4],"to":[5,96,134],"outperform":[6],"classical":[7],"for":[9,167],"some":[10],"complex":[11],"computational":[12],"problems.":[13],"However,":[14,65],"current":[15],"quantum":[16,34,39,45,80,101,109,149],"(e.g.,":[18],"from":[19,117],"IBM":[20],"and":[21,63,111,119,151,158],"Google)":[22],"inherent":[24],"noise":[25,76,98],"that":[26],"results":[27],"in":[28,30,53,100,143],"errors":[29,99],"outputs":[32],"of":[33,44,160],"software":[35,46,102],"executing":[36],"on":[37,107,146],"computers,":[40],"affecting":[41],"reliability":[43],"development.":[47],"The":[48],"industry":[49],"is":[50,165],"increasingly":[51],"interested":[52],"machine":[54],"learning":[55],"(ML)-based":[56],"error":[57,144],"mitigation":[58,145],"techniques,":[59],"given":[60],"their":[61,112],"scalability":[62],"practicality.":[64],"existing":[66],"ML-based":[67,87,125],"techniques":[68],"limitations,":[70],"such":[71],"as":[72,128],"only":[73],"targeting":[74],"specific":[75,79],"types":[77],"or":[78],"circuits.":[81],"This":[82],"paper":[83],"proposes":[84],"a":[85,92,123,139],"practical":[86],"approach,":[88],"called":[89],"Q-LEAR,":[90,161],"with":[91,122],"novel":[93],"feature":[94],"set,":[95],"mitigate":[97],"outputs.":[103],"We":[104,153],"evaluated":[105],"Q-LEAR":[106,121,137],"eight":[108],"corresponding":[113],"noisy":[114],"simulators,":[115],"all":[116],"IBM,":[118],"compared":[120,133],"state-of-the-art":[124],"approach":[126],"taken":[127],"baseline.":[129],"Results":[130],"show":[131],"that,":[132],"baseline,":[136],"achieved":[138],"25%":[140],"average":[141],"improvement":[142],"both":[147],"real":[148],"simulators.":[152],"also":[154],"discuss":[155],"implications":[157],"practicality":[159],"which,":[162],"we":[163],"believe,":[164],"valuable":[166],"practitioners.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}