{"updated":"2025-01-19T08:00:07.778860+00:00","links":{},"created":"2025-01-19T01:44:31.463496+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00240368","sets":["1164:10193:11470:11768"]},"path":["11768"],"owner":"44499","recid":"240368","title":["A calibration simulation-based workflow using Qiskit"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-10-21"},"_buckets":{"deposit":"5fdd8834-f541-4a98-9606-724a819ac285"},"_deposit":{"id":"240368","pid":{"type":"depid","value":"240368","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"A calibration simulation-based workflow using Qiskit","author_link":["659273","659275","659272","659274"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A calibration simulation-based workflow using Qiskit"},{"subitem_title":"A calibration simulation-based workflow using Qiskit","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2024-10-21","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"IBM Quantum／IBM Research - Tokyo"},{"subitem_text_value":"IBM Quantum／IBM Research - Tokyo"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"IBM Quantum / IBM Research - Tokyo","subitem_text_language":"en"},{"subitem_text_value":"IBM Quantum / IBM Research - Tokyo","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/240368/files/IPSJ-QS24013003.pdf","label":"IPSJ-QS24013003.pdf"},"date":[{"dateType":"Available","dateValue":"2026-10-21"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-QS24013003.pdf","filesize":[{"value":"3.9 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"53"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"fdd8b4dc-b073-4ebb-b225-7a3485b4d4a9","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kento, Ueda"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Naoki, Kanazawa"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kento, Ueda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Naoki, Kanazawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12894105","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2435-6492","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Quantum computing calibration is an essential process to maintain the accuracy of quantum gate operations. However, manual adjustments can be time-consuming and labor-intensive. This study proposes a calibration simulation workflow using Qiskit-Experiments and Qiskit-Dynamics, which enables error diagnosis through machine learning (ML) models. The work-flow generates datasets that include scenarios of both calibration successes and failures under various physical conditions. As a result, the trained models demonstrated high accuracy in identifying the causes of calibration errors. Additionally, we found that these models exhibited generalizability to different physical conditions, such as qubits with varying Hamiltonian parameters. This study contributes to the automation of quantum computer calibration and the efficiency of error diagnosis. The proposed workflow is expected to serve as a foundation for maintaining large-scale quantum computers in the future.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Quantum computing calibration is an essential process to maintain the accuracy of quantum gate operations. However, manual adjustments can be time-consuming and labor-intensive. This study proposes a calibration simulation workflow using Qiskit-Experiments and Qiskit-Dynamics, which enables error diagnosis through machine learning (ML) models. The work-flow generates datasets that include scenarios of both calibration successes and failures under various physical conditions. As a result, the trained models demonstrated high accuracy in identifying the causes of calibration errors. Additionally, we found that these models exhibited generalizability to different physical conditions, such as qubits with varying Hamiltonian parameters. This study contributes to the automation of quantum computer calibration and the efficiency of error diagnosis. The proposed workflow is expected to serve as a foundation for maintaining large-scale quantum computers in the future.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告量子ソフトウェア（QS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-10-21","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"3","bibliographicVolumeNumber":"2024-QS-13"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":240368}