{"id":"https://openalex.org/W2900548318","doi":"https://doi.org/10.1109/ictc.2018.8539575","title":"Mixed Quantum State Dynamics Estimation with Artificial Neural Network","display_name":"Mixed Quantum State Dynamics Estimation with Artificial Neural Network","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2900548318","doi":"https://doi.org/10.1109/ictc.2018.8539575","mag":"2900548318"},"language":"en","primary_location":{"id":"doi:10.1109/ictc.2018.8539575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2018.8539575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043065848","display_name":"Changjun Kim","orcid":"https://orcid.org/0000-0002-1330-7066"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Changjun Kim","raw_affiliation_strings":["School of Electrical Engineering, KAIST, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024641678","display_name":"June\u2010Koo Kevin Rhee","orcid":"https://orcid.org/0000-0001-7151-017X"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"June-Koo Kevin Rhee","raw_affiliation_strings":["School of Electrical Engineering, KAIST, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101534505","display_name":"Woojun Lee","orcid":"https://orcid.org/0000-0002-7089-0235"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Woojun Lee","raw_affiliation_strings":["School of Electrical Engineering, KAIST, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025384881","display_name":"Jaewook Ahn","orcid":"https://orcid.org/0000-0002-5837-6372"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaewook Ahn","raw_affiliation_strings":["School of Electrical Engineering, KAIST, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043065848"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.4887,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73715133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"740","last_page":"747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.9987000226974487,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9987000226974487,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9983999729156494,"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/T10622","display_name":"Quantum Mechanics and Applications","score":0.9951000213623047,"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/qubit","display_name":"Qubit","score":0.8118199706077576},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7384164333343506},{"id":"https://openalex.org/keywords/quantum-tomography","display_name":"Quantum tomography","score":0.6175556182861328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5996483564376831},{"id":"https://openalex.org/keywords/density-matrix","display_name":"Density matrix","score":0.5649827718734741},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5435218214988708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4809664785861969},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.46764183044433594},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4465562403202057},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4344256818294525},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.4311579763889313},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.43058034777641296},{"id":"https://openalex.org/keywords/quantum-state","display_name":"Quantum state","score":0.43029487133026123},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4241485297679901},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41055572032928467},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3579089343547821},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.35402947664260864},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2976328134536743},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.20292174816131592},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1530061960220337},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12106716632843018}],"concepts":[{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.8118199706077576},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7384164333343506},{"id":"https://openalex.org/C166834278","wikidata":"https://www.wikidata.org/wiki/Q4218494","display_name":"Quantum tomography","level":4,"score":0.6175556182861328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5996483564376831},{"id":"https://openalex.org/C56911000","wikidata":"https://www.wikidata.org/wiki/Q831774","display_name":"Density matrix","level":3,"score":0.5649827718734741},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5435218214988708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4809664785861969},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.46764183044433594},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4465562403202057},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4344256818294525},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.4311579763889313},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.43058034777641296},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.43029487133026123},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4241485297679901},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41055572032928467},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3579089343547821},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.35402947664260864},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2976328134536743},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.20292174816131592},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1530061960220337},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12106716632843018},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc.2018.8539575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2018.8539575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4300000071525574,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1513365783","https://openalex.org/W2051451675","https://openalex.org/W2066655722","https://openalex.org/W2136265395","https://openalex.org/W2611652092","https://openalex.org/W2775236578","https://openalex.org/W2808711456","https://openalex.org/W3104481216","https://openalex.org/W3105233262"],"related_works":["https://openalex.org/W2912153778","https://openalex.org/W4288108708","https://openalex.org/W4387163678","https://openalex.org/W3100430039","https://openalex.org/W1964028587","https://openalex.org/W2298044093","https://openalex.org/W3157044737","https://openalex.org/W2623245987","https://openalex.org/W2038389955","https://openalex.org/W2015513129"],"abstract_inverted_index":{"In":[0,16],"traditional":[1],"quantum":[2],"measurements,":[3],"the":[4,11,38],"size":[5],"of":[6,13,49],"tomography":[7],"increases":[8],"exponentially":[9],"with":[10,46],"growth":[12],"qubit":[14],"counts.":[15],"this":[17],"paper,":[18],"we":[19],"introduce":[20],"machine":[21],"learning":[22],"techniques":[23],"such":[24],"as":[25],"Deep":[26],"Neural":[27],"Network":[28],"(DNN)":[29],"and":[30],"Long":[31],"Short":[32],"Term":[33],"Memory":[34],"(LSTM)":[35],"to":[36,43],"analyze":[37],"Quantum":[39],"Density":[40],"Matrix":[41],"up":[42],"4":[44],"qubits,":[45],"no":[47],"assumption":[48],"governing":[50],"model.":[51]},"counts_by_year":[{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
