{"id":"https://openalex.org/W4385731901","doi":"https://doi.org/10.1109/access.2023.3303928","title":"Scintillation Crystal Growth Quality Evaluation Based on Machine Learning","display_name":"Scintillation Crystal Growth Quality Evaluation Based on Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385731901","doi":"https://doi.org/10.1109/access.2023.3303928"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3303928","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3303928","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10214217.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10214217.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083926750","display_name":"Renhao Fan","orcid":"https://orcid.org/0000-0002-5738-6210"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119098","display_name":"Fujian Institute of Research on the Structure of Matter","ror":"https://ror.org/02j89k719","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renhao Fan","raw_affiliation_strings":["Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0002-5738-6210","affiliations":[{"raw_affiliation_string":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China","institution_ids":["https://openalex.org/I4210119098","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353565","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0002-5297-3272"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119098","display_name":"Fujian Institute of Research on the Structure of Matter","ror":"https://ror.org/02j89k719","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0002-5297-3272","affiliations":[{"raw_affiliation_string":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China","institution_ids":["https://openalex.org/I4210119098","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052834955","display_name":"Songhang Chen","orcid":"https://orcid.org/0000-0002-4906-9688"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119098","display_name":"Fujian Institute of Research on the Structure of Matter","ror":"https://ror.org/02j89k719","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songhang Chen","raw_affiliation_strings":["Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China","institution_ids":["https://openalex.org/I4210119098","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049125725","display_name":"Senlin Wang","orcid":"https://orcid.org/0000-0002-7557-6237"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119098","display_name":"Fujian Institute of Research on the Structure of Matter","ror":"https://ror.org/02j89k719","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Senlin Wang","raw_affiliation_strings":["Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China","institution_ids":["https://openalex.org/I4210119098","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.205,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46876545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"11","issue":null,"first_page":"85191","last_page":"85201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.979200005531311,"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/T11216","display_name":"Radiation Detection and Scintillator Technologies","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"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/scintillator","display_name":"Scintillator","score":0.9173331260681152},{"id":"https://openalex.org/keywords/crystal","display_name":"Crystal (programming language)","score":0.6828472018241882},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5609055161476135},{"id":"https://openalex.org/keywords/crystal-growth","display_name":"Crystal growth","score":0.46326401829719543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44063496589660645},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.42549729347229004},{"id":"https://openalex.org/keywords/scintillation","display_name":"Scintillation","score":0.4134746193885803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39273571968078613},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.17554745078086853},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16452762484550476},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14254862070083618},{"id":"https://openalex.org/keywords/crystallography","display_name":"Crystallography","score":0.11743682622909546},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11121496558189392}],"concepts":[{"id":"https://openalex.org/C161694136","wikidata":"https://www.wikidata.org/wiki/Q910990","display_name":"Scintillator","level":3,"score":0.9173331260681152},{"id":"https://openalex.org/C2781285689","wikidata":"https://www.wikidata.org/wiki/Q21921428","display_name":"Crystal (programming language)","level":2,"score":0.6828472018241882},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5609055161476135},{"id":"https://openalex.org/C26456737","wikidata":"https://www.wikidata.org/wiki/Q185154","display_name":"Crystal growth","level":2,"score":0.46326401829719543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44063496589660645},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.42549729347229004},{"id":"https://openalex.org/C102637530","wikidata":"https://www.wikidata.org/wiki/Q3078889","display_name":"Scintillation","level":3,"score":0.4134746193885803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39273571968078613},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.17554745078086853},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16452762484550476},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14254862070083618},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.11743682622909546},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11121496558189392},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3303928","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3303928","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10214217.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2e20a797c7014da4984c89ec258129f0","is_oa":true,"landing_page_url":"https://doaj.org/article/2e20a797c7014da4984c89ec258129f0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 85191-85201 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3303928","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3303928","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10214217.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4000000059604645,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335091","display_name":"Fujian Institute of Research on the Structure of Matter","ror":"https://ror.org/02j89k719"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385731901.pdf","grobid_xml":"https://content.openalex.org/works/W4385731901.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W132090962","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W2037964547","https://openalex.org/W2068400455","https://openalex.org/W2089390836","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2102605133","https://openalex.org/W2108598243","https://openalex.org/W2109255472","https://openalex.org/W2112796928","https://openalex.org/W2165828254","https://openalex.org/W2168356304","https://openalex.org/W2194775991","https://openalex.org/W2278309928","https://openalex.org/W2352052717","https://openalex.org/W2372686882","https://openalex.org/W2565639579","https://openalex.org/W2618530766","https://openalex.org/W2799836811","https://openalex.org/W2805504266","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2964105864","https://openalex.org/W3018757597","https://openalex.org/W3042011474","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6674330103","https://openalex.org/W6777046832","https://openalex.org/W7006123551"],"related_works":["https://openalex.org/W2082396046","https://openalex.org/W2182447757","https://openalex.org/W2355869955","https://openalex.org/W2326634054","https://openalex.org/W2380605900","https://openalex.org/W4313238167","https://openalex.org/W2015457805","https://openalex.org/W1985239938","https://openalex.org/W1969549165","https://openalex.org/W1994936732"],"abstract_inverted_index":{"The":[0,102,182,211,243],"scintillator":[1,37,62,71,83],"crystal":[2,93,100,113,143,159,178,202,232,238,277],"is":[3,46,95,189,199,209,219,228,250],"a":[4,139,167,251,269],"crystalline":[5],"material":[6],"that":[7],"can":[8],"light":[9],"under":[10],"the":[11,25,33,52,55,66,73,79,87,96,121,127,147,152,177,193,222,254,260],"influence":[12],"of":[13,27,54,59,68,82,86,99,237,246,256,259,262,275],"high-energy":[14,22],"rays":[15],"and":[16,30,43,106,126,205,234],"be":[17,124],"widely":[18],"used":[19],"for":[20,35,141,201,231,272],"detecting":[21],"particles.":[23],"With":[24],"development":[26,107],"industrial":[28],"CT":[29],"other":[31],"fields,":[32],"demand":[34],"inorganic":[36,61,70,247,263],"crystals":[38,249],"with":[39],"high":[40,44],"melting":[41],"points":[42],"performance":[45],"increasing":[47],"yearly,":[48],"which":[49,115,198,227,266],"results":[50],"in":[51,91,155,186,216],"abandonment":[53],"traditional":[56,103],"laboratory":[57,104],"mode":[58,108],"manufacturing":[60,81,94,278],"crystals.":[63,84],"For":[64],"achieving":[65],"needs":[67],"high-standard":[69],"crystals,":[72,265],"market":[74],"attaches":[75],"great":[76],"importance":[77],"to":[78,123,133,157,175,253],"intelligent":[80,92,276],"One":[85],"critical":[88],"technical":[89,270],"difficulties":[90],"numerical":[97,257],"assessment":[98,180],"quality.":[101],"research":[105],"relies":[109],"on":[110,146,172,192,221],"manually":[111],"measuring":[112],"quality,":[114],"has":[116],"many":[117],"defects,":[118],"such":[119],"as":[120],"inability":[122],"numerical,":[125],"quality":[128,144,160,179,239,244,261],"evaluation":[129,161,240,245],"varies":[130],"from":[131],"person":[132],"person.":[134],"Therefore,":[135],"this":[136,164,187,217],"paper":[137,165,218],"proposes":[138],"methodology":[140],"assessing":[142],"based":[145,171,191,220],"residual":[148,212],"depth":[149,173,213],"network.":[150],"At":[151],"same":[153],"time,":[154],"order":[156],"make":[158],"more":[162,229],"refined,":[163],"uses":[166],"target":[168,183,203],"detection":[169,184,207],"method":[170],"learning":[174,196],"determine":[176],"area.":[181],"model":[185],"article":[188],"developed":[190,224],"yolov5":[194],"deep":[195],"framework,":[197],"suitable":[200,230],"detection,":[204],"its":[206,235],"accuracy":[208,236],"98%.":[210],"network":[214,223],"proposed":[215],"by":[225],"ResNet-18,":[226],"grading,":[233],"reaches":[241],"84.8%.":[242],"scintillation":[248,264],"solution":[252],"problem":[255],"representation":[258],"opens":[267],"up":[268],"channel":[271],"closed-loop":[273],"control":[274],"processes.":[279]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
