{"id":"https://openalex.org/W7125589049","doi":"https://doi.org/10.1109/qai63978.2025.00055","title":"Optimising Quantum Calculations Reliability via Machine Learning: The IBM Case Study","display_name":"Optimising Quantum Calculations Reliability via Machine Learning: The IBM Case Study","publication_year":2025,"publication_date":"2025-11-02","ids":{"openalex":"https://openalex.org/W7125589049","doi":"https://doi.org/10.1109/qai63978.2025.00055"},"language":"en","primary_location":{"id":"doi:10.1109/qai63978.2025.00055","doi":"https://doi.org/10.1109/qai63978.2025.00055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qai63978.2025.00055","pdf_url":null,"source":{"id":"https://openalex.org/S7407105026","display_name":"IEEE International Conference on Quantum Artificial Intelligence (QAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Quantum Artificial Intelligence (QAI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://riuma.uma.es/xmlui/bitstream/10630/41362/1/2025_QAI_ML_Assisted_Quantum_Simulation_Camera_Ready.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109426166","display_name":"Zakaria Abdelmoiz Dahi","orcid":"https://orcid.org/0000-0001-8022-4407","observed_orcids":["https://orcid.org/0000-0001-8022-4407"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"Centrale Lille Institut","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zakaria Abdelmoiz Dahi","raw_affiliation_strings":["Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 CRIStAL,Lille,France,F-59000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 CRIStAL,Lille,France,F-59000","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021027067","display_name":"Francisco Chicano","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Chicano","raw_affiliation_strings":["ITIS Software, University of Malaga,Malaga,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITIS Software, University of Malaga,Malaga,Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007483425","display_name":"Gabriel Luque","orcid":"https://orcid.org/0000-0001-7909-1416","observed_orcids":["https://orcid.org/0000-0001-7909-1416"]},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gabriel Luque","raw_affiliation_strings":["ITIS Software, University of Malaga,Malaga,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITIS Software, University of Malaga,Malaga,Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123741361","display_name":"Iv\u00e1n Delgado Alba","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Iv\u00e1n Delgado Alba","raw_affiliation_strings":["ITIS Software, University of Malaga,Malaga,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITIS Software, University of Malaga,Malaga,Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49937922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"308","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":1.0,"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":1.0,"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":0.0,"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/T11804","display_name":"Quantum many-body systems","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/quantum-error-mitigation","display_name":"quantum error mitigation","score":0.7080000042915344},{"id":"https://openalex.org/keywords/quantum-computing-reliability","display_name":"quantum computing reliability","score":0.5509999990463257},{"id":"https://openalex.org/keywords/jensen-shannon-divergence","display_name":"Jensen-Shannon divergence","score":0.8510000109672546},{"id":"https://openalex.org/keywords/ibm-quantum-hardware","display_name":"IBM quantum hardware","score":0.6880000233650208},{"id":"https://openalex.org/keywords/error-prediction","display_name":"error prediction","score":0.7990000247955322},{"id":"https://openalex.org/keywords/quantum-advantage","display_name":"quantum advantage","score":0.5519999861717224},{"id":"https://openalex.org/keywords/data-pipelines","display_name":"data pipelines","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474999785423279},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5972999930381775},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5907999873161316},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.5849000215530396},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5720999836921692},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5514000058174133},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5393000245094299},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.4537999927997589},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.4537000060081482},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4162999987602234},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3952000141143799},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37380000948905945},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.3734999895095825},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.33649998903274536},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3199999928474426},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.27889999747276306},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C95466800","wikidata":"https://www.wikidata.org/wiki/Q1027298","display_name":"Quantum key distribution","level":3,"score":0.25600001215934753}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/qai63978.2025.00055","doi":"https://doi.org/10.1109/qai63978.2025.00055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qai63978.2025.00055","pdf_url":null,"source":{"id":"https://openalex.org/S7407105026","display_name":"IEEE International Conference on Quantum Artificial Intelligence (QAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Quantum Artificial Intelligence (QAI)","raw_type":"proceedings-article"},{"id":"pmh:oai:riuma.uma.es:10630/41362","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10630/41362","pdf_url":"https://riuma.uma.es/xmlui/bitstream/10630/41362/1/2025_QAI_ML_Assisted_Quantum_Simulation_Camera_Ready.pdf","source":{"id":"https://openalex.org/S4306401385","display_name":"Repositorio Institucional de la Universidad de M\u00e1laga (University of M\u00e1laga)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I82767444","host_organization_name":"Universidad de M\u00e1laga","host_organization_lineage":["https://openalex.org/I82767444"],"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":"conference output"},{"id":"pmh:oai:HAL:hal-05472988v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05472988","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE QAI 2025 - IEEE International Conference on Quantum Artificial Intelligence, Nov 2025, Naples, Italy","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:riuma.uma.es:10630/41362","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10630/41362","pdf_url":"https://riuma.uma.es/xmlui/bitstream/10630/41362/1/2025_QAI_ML_Assisted_Quantum_Simulation_Camera_Ready.pdf","source":{"id":"https://openalex.org/S4306401385","display_name":"Repositorio Institucional de la Universidad de M\u00e1laga (University of M\u00e1laga)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I82767444","host_organization_name":"Universidad de M\u00e1laga","host_organization_lineage":["https://openalex.org/I82767444"],"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":"conference output"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1601031462","display_name":null,"funder_award_id":"PAR 4/2023","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"}],"funders":[{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7125589049.pdf","grobid_xml":"https://content.openalex.org/works/W7125589049.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2990961515","https://openalex.org/W3013348036","https://openalex.org/W4212812315","https://openalex.org/W4288044876","https://openalex.org/W4388333441","https://openalex.org/W4396831871","https://openalex.org/W4401105625","https://openalex.org/W4405942982","https://openalex.org/W4407276595"],"related_works":["https://openalex.org/W3176303713","https://openalex.org/W7058100130","https://openalex.org/W2595677149","https://openalex.org/W4404612429","https://openalex.org/W4400484592","https://openalex.org/W4388981676","https://openalex.org/W3130879213","https://openalex.org/W6941452912","https://openalex.org/W3161096096","https://openalex.org/W6930411979"],"abstract_inverted_index":{"The":[0,124,141],"current":[1],"quantum":[2,10,28,43,98,112,139],"technology":[3],"depends":[4],"on":[5,67,84],"hardware/time-dependent":[6],"features":[7,113],"that":[8],"render":[9],"calculations":[11,16,51],"highly":[12],"error-prone.":[13],"Having":[14],"faulty":[15],"generally":[17],"requires":[18],"redoing":[19],"them,":[20],"which":[21],"induces":[22],"an":[23,103,108],"economic/computational":[24],"overhead":[25],"by":[26],"using":[27,128],"machines/simulators.":[29],"This":[30,61,100],"can":[31,47],"be":[32,48],"problematic":[33],"due":[34],"to":[35,73,78],"unaffordable":[36],"fees,":[37],"machine":[38],"unavailability,":[39],"or":[40],"loss":[41],"of":[42,87,97,131,146],"advantage.":[44],"An":[45],"alternative":[46],"performing":[49],"the":[50,53,75,85,88,92,144,147],"when":[52],"machines":[54],"are":[55],"in":[56,149],"their":[57],"most":[58],"suitable":[59],"state.":[60],"work":[62],"presents":[63],"a":[64,80,120],"pipeline":[65,125],"based":[66,83],"Machine":[68],"Learning":[69],"(ML),":[70],"allowing":[71],"users":[72],"choose":[74],"appropriate":[76],"moment":[77],"perform":[79],"given":[81],"computation":[82],"estimation":[86],"JensenShannon":[89],"divergence":[90],"between":[91],"noisy":[93],"and":[94,115,118],"ideal":[95],"distributions":[96],"sampling.":[99],"includes":[101],"(I)":[102],"extract-transform-load":[104],"data":[105,133],"module,":[106],"(II)":[107],"ML":[109],"unit":[110],"for":[111],"forecasting":[114],"error":[116],"prediction,":[117],"(III)":[119],"web-based":[121],"visualisation":[122],"unit.":[123],"was":[126],"built/tested":[127],"3.5":[129],"months":[130],"calibration":[132],"from":[134],"three":[135],"real":[136],"127-qubit":[137],"IBM":[138],"machines.":[140],"results":[142],"confirmed":[143],"applicability":[145],"proposal":[148],"realistic":[150],"scenarios.":[151]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2026-01-25T00:00:00"}