{"id":"https://openalex.org/W4296397867","doi":"https://doi.org/10.1002/aisy.202200098","title":"Insight into Microdispersion Flows with a Novel Video Deep Learning Method","display_name":"Insight into Microdispersion Flows with a Novel Video Deep Learning Method","publication_year":2022,"publication_date":"2022-09-18","ids":{"openalex":"https://openalex.org/W4296397867","doi":"https://doi.org/10.1002/aisy.202200098"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202200098","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202200098","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202200098","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202200098","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100699732","display_name":"Shuyuan Zhang","orcid":"https://orcid.org/0000-0002-9297-4333"},"institutions":[{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyuan Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","Department of Chemical Engineering Tsinghua University  Beijing 100084 China","Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002645765","display_name":"Qin Kang","orcid":"https://orcid.org/0000-0002-4771-8584"},"institutions":[{"id":"https://openalex.org/I106994412","display_name":"Sinopec (China)","ror":"https://ror.org/0161q6d74","country_code":"CN","type":"company","lineage":["https://openalex.org/I106994412"]},{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]},{"id":"https://openalex.org/I4391767901","display_name":"Sinopec Research Institute of Petroleum Processing","ror":"https://ror.org/04mdtvp93","country_code":null,"type":"facility","lineage":["https://openalex.org/I106994412","https://openalex.org/I4391767901"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Qin","raw_affiliation_strings":["Sinopec Research Institute of Petroleum Processing  Beijing 100083 China","State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University  Beijing 100084 China","Sinopec Research Institute of Petroleum Processing, Beijing, 100083 China","State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinopec Research Institute of Petroleum Processing  Beijing 100083 China","institution_ids":["https://openalex.org/I106994412"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Sinopec Research Institute of Petroleum Processing, Beijing, 100083 China","institution_ids":["https://openalex.org/I106994412","https://openalex.org/I4391767901"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059036360","display_name":"Xinye Huang","orcid":"https://orcid.org/0000-0001-9440-3174"},"institutions":[{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinye Huang","raw_affiliation_strings":["Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","Department of Chemical Engineering Tsinghua University  Beijing 100084 China","Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005509923","display_name":"Yixin Wei","orcid":"https://orcid.org/0009-0004-3903-3157"},"institutions":[{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Wei","raw_affiliation_strings":["Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","Department of Chemical Engineering Tsinghua University  Beijing 100084 China","Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453552","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0002-5714-4852"},"institutions":[{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["Department of Chemical Engineering Tsinghua University  Beijing 100084 China","State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University  Beijing 100084 China","State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University Beijing 100084 China","State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University Beijing 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005611577","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-0873-6421"},"institutions":[{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Wang","raw_affiliation_strings":["Department of Chemical Engineering Tsinghua University  Beijing 100084 China","State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University  Beijing 100084 China","State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University Beijing 100084 China","State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering Department of Chemical Engineering Tsinghua University Beijing 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056293693","display_name":"Tong Qiu","orcid":"https://orcid.org/0000-0003-4294-9671"},"institutions":[{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tong Qiu","raw_affiliation_strings":["Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","Department of Chemical Engineering Tsinghua University  Beijing 100084 China","Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China"],"raw_orcid":"https://orcid.org/0000-0003-4294-9671","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering Tsinghua University  Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing Key Laboratory of Industrial Big Data Systems and Applications, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Chemical Engineering, Tsinghua University, Beijing, 100084 China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005611577","https://openalex.org/A5056293693"],"corresponding_institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I4210156066","https://openalex.org/I99065089"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.5722,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.57995508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9998999834060669,"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/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9998999834060669,"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/T10864","display_name":"Fluid Dynamics and Mixing","score":0.9987999796867371,"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/T10412","display_name":"Microfluidic and Capillary Electrophoresis Applications","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bubble","display_name":"Bubble","score":0.7403151988983154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.661131739616394},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6575390696525574},{"id":"https://openalex.org/keywords/sphericity","display_name":"Sphericity","score":0.6541643142700195},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.6415300369262695},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5928258895874023},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5927812457084656},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5719178915023804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5680547952651978},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.507347047328949},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4932488799095154},{"id":"https://openalex.org/keywords/microscope","display_name":"Microscope","score":0.42397522926330566},{"id":"https://openalex.org/keywords/volumetric-flow-rate","display_name":"Volumetric flow rate","score":0.4107048213481903},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3395978808403015},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.320188045501709},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.25497084856033325},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.21219950914382935},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15508398413658142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13654112815856934},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1315506398677826},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10977670550346375}],"concepts":[{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.7403151988983154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661131739616394},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6575390696525574},{"id":"https://openalex.org/C173913448","wikidata":"https://www.wikidata.org/wiki/Q1375687","display_name":"Sphericity","level":2,"score":0.6541643142700195},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.6415300369262695},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5928258895874023},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5927812457084656},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5719178915023804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5680547952651978},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.507347047328949},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4932488799095154},{"id":"https://openalex.org/C67649825","wikidata":"https://www.wikidata.org/wiki/Q196538","display_name":"Microscope","level":2,"score":0.42397522926330566},{"id":"https://openalex.org/C172120300","wikidata":"https://www.wikidata.org/wiki/Q1134348","display_name":"Volumetric flow rate","level":2,"score":0.4107048213481903},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3395978808403015},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.320188045501709},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.25497084856033325},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.21219950914382935},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15508398413658142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13654112815856934},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1315506398677826},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10977670550346375},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/aisy.202200098","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202200098","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202200098","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:99c1d256399e430d8c3d27e9da78c679","is_oa":true,"landing_page_url":"https://doaj.org/article/99c1d256399e430d8c3d27e9da78c679","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":"Advanced Intelligent Systems, Vol 4, Iss 11, Pp n/a-n/a (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202200098","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202200098","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202200098","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4721980352","display_name":null,"funder_award_id":"21991104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8829584385","display_name":null,"funder_award_id":"SKL-ChE-20A01","funder_id":"https://openalex.org/F4320326949","funder_display_name":"State Key Laboratory of Chemical Engineering"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322392","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320326949","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296397867.pdf","grobid_xml":"https://content.openalex.org/works/W4296397867.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W22745672","https://openalex.org/W1910197149","https://openalex.org/W1944648284","https://openalex.org/W1973151954","https://openalex.org/W1992871983","https://openalex.org/W2001520577","https://openalex.org/W2048998316","https://openalex.org/W2062396111","https://openalex.org/W2154166372","https://openalex.org/W2227329255","https://openalex.org/W2321451924","https://openalex.org/W2404264780","https://openalex.org/W2533111281","https://openalex.org/W2548144690","https://openalex.org/W2552793446","https://openalex.org/W2586652680","https://openalex.org/W2626414926","https://openalex.org/W2738497879","https://openalex.org/W2793719407","https://openalex.org/W2901103184","https://openalex.org/W2901670787","https://openalex.org/W2905138285","https://openalex.org/W2911008730","https://openalex.org/W2919115771","https://openalex.org/W2938853367","https://openalex.org/W2980027035","https://openalex.org/W3007340360","https://openalex.org/W3009302104","https://openalex.org/W3024665617","https://openalex.org/W3080467015","https://openalex.org/W3111472767","https://openalex.org/W3182483877","https://openalex.org/W3194719146","https://openalex.org/W3200883196","https://openalex.org/W4205947740","https://openalex.org/W4280626742"],"related_works":["https://openalex.org/W2096043834","https://openalex.org/W3094508179","https://openalex.org/W2027005891","https://openalex.org/W4390193366","https://openalex.org/W1941822459","https://openalex.org/W2928518363","https://openalex.org/W2189228385","https://openalex.org/W1998835050","https://openalex.org/W2004670208","https://openalex.org/W1986531667"],"abstract_inverted_index":{"Microdispersion":[0],"technology":[1],"is":[2,64,84,158],"an":[3,67,108,181],"important":[4],"part":[5],"of":[6,59,80,86,116,152,180],"the":[7,24,57,93,128,133,139,148,199],"flow":[8,26,35,156],"chemistry":[9],"method":[10,72,179],"in":[11,22,92,107,198],"creating":[12],"tiny":[13],"bubbles":[14],"or":[15],"droplets":[16],"for":[17,73,193],"enhancing":[18],"mass/heat":[19],"transfer":[20],"performance,":[21],"which":[23],"dispersed":[25],"condition":[27],"plays":[28],"a":[29,74,166,177,190],"central":[30],"role.":[31],"Currently,":[32],"most":[33],"microdispersion":[34,81,195],"characterization":[36,185],"works":[37,175],"are":[38],"conducted":[39],"by":[40],"manual":[41,162],"analysis":[42,49,197],"on":[43,127],"microscopic":[44],"images,":[45],"suffering":[46],"from":[47],"long":[48],"time":[50],"and":[51,77,96,120,137],"limited":[52],"accessible":[53],"information.":[54],"Herein,":[55],"taking":[56],"advantage":[58],"convolutional":[60],"neural":[61,134],"networks,":[62],"TrackFit":[63,83,111,149,172],"proposed":[65],"as":[66,103,105,176],"efficient":[68],"video":[69],"deep":[70],"learning":[71],"precise,":[75],"fast,":[76],"comprehensive":[78],"investigation":[79],"states.":[82],"capable":[85],"recognizing":[87],"bubble":[88,99,153],"instances,":[89],"tracking":[90],"them":[91],"microscope":[94],"sight,":[95],"unprecedentedly":[97],"inferring":[98],"diameter,":[100],"location,":[101],"velocity,":[102],"well":[104],"sphericity":[106],"intelligent":[109,182],"way.":[110],"achieves":[112],"small":[113],"measurement":[114],"errors":[115],"diameter":[117,154],"(8":[118],"\u03bcm)":[119],"velocity":[121],"(0.08":[122],"mm":[123],"s":[124],"\u22121":[125],")":[126],"test":[129],"dataset":[130],"after":[131],"deepening":[132],"network":[135],"backbone":[136],"adopting":[138],"data":[140],"augmentation":[141],"technique.":[142],"When":[143],"applied":[144],"to":[145,155],"inexperienced":[146],"data,":[147],"output":[150],"relationship":[151],"rate":[157],"consistent":[159],"with":[160,165],"previous":[161],"results,":[163],"but":[164,187],"beyond\u2010human":[167],"efficiency":[168],"(\u2248500":[169],"times":[170],"higher).":[171],"not":[173],"only":[174],"core":[178],"microdispersed":[183],"fluid":[184],"system,":[186],"also":[188],"suggests":[189],"promising":[191],"potential":[192],"real\u2010time":[194],"process":[196],"future.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
