{"id":"https://openalex.org/W4293371143","doi":"https://doi.org/10.1109/taes.2022.3201813","title":"Flush Air Data Sensing Based on Dimensionless Input and Output Neural Networks With Less Data","display_name":"Flush Air Data Sensing Based on Dimensionless Input and Output Neural Networks With Less Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293371143","doi":"https://doi.org/10.1109/taes.2022.3201813"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2022.3201813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2022.3201813","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Aerospace and Electronic Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dspace.imech.ac.cn/handle/311007/92213","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055916082","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-1098-1116"},"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/I4210157653","display_name":"Institute of Mechanics","ror":"https://ror.org/057jnjd73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210157653"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Liu","raw_affiliation_strings":["State Key Laboratory of High Temperature Gas Dynamics,Institute of Mechanics, Chinese Academy of Sciences, Beijing, China","School of Engineering Science, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1098-1116","affiliations":[{"raw_affiliation_string":"State Key Laboratory of High Temperature Gas Dynamics,Institute of Mechanics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210157653","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Engineering Science, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112602815","display_name":"Chen-An Zhang","orcid":"https://orcid.org/0000-0003-0119-7100"},"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/I4210157653","display_name":"Institute of Mechanics","ror":"https://ror.org/057jnjd73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210157653"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen-an Zhang","raw_affiliation_strings":["State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0119-7100","affiliations":[{"raw_affiliation_string":"State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210157653","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028940427","display_name":"Xunshi Yan","orcid":"https://orcid.org/0000-0002-0372-7120"},"institutions":[{"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":"Xunshi Yan","raw_affiliation_strings":["Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0372-7120","affiliations":[{"raw_affiliation_string":"Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100320272","display_name":"Wen Liu","orcid":"https://orcid.org/0000-0002-3209-0392"},"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/I4210157653","display_name":"Institute of Mechanics","ror":"https://ror.org/057jnjd73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210157653"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Liu","raw_affiliation_strings":["State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210157653","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055916082"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210157653","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":4.4622,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94503944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12125","display_name":"Aerospace and Aviation Technology","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10360","display_name":"Fluid Dynamics and Turbulent Flows","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11008","display_name":"Aerodynamics and Acoustics in Jet Flows","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/artificial-neural-network","display_name":"Artificial neural network","score":0.6845595836639404},{"id":"https://openalex.org/keywords/mach-number","display_name":"Mach number","score":0.6823772192001343},{"id":"https://openalex.org/keywords/aerodynamics","display_name":"Aerodynamics","score":0.5634889006614685},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.534921407699585},{"id":"https://openalex.org/keywords/flight-envelope","display_name":"Flight envelope","score":0.49233734607696533},{"id":"https://openalex.org/keywords/envelope","display_name":"Envelope (radar)","score":0.48787808418273926},{"id":"https://openalex.org/keywords/angle-of-attack","display_name":"Angle of attack","score":0.4789979159832001},{"id":"https://openalex.org/keywords/dimensionless-quantity","display_name":"Dimensionless quantity","score":0.4779953062534332},{"id":"https://openalex.org/keywords/freestream","display_name":"Freestream","score":0.47309091687202454},{"id":"https://openalex.org/keywords/dynamic-pressure","display_name":"Dynamic pressure","score":0.467191219329834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46462947130203247},{"id":"https://openalex.org/keywords/static-pressure","display_name":"Static pressure","score":0.45369720458984375},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4516467750072479},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.45118552446365356},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.258206844329834},{"id":"https://openalex.org/keywords/reynolds-number","display_name":"Reynolds number","score":0.24237462878227234},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13033244013786316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11515173316001892}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6845595836639404},{"id":"https://openalex.org/C165231844","wikidata":"https://www.wikidata.org/wiki/Q160669","display_name":"Mach number","level":2,"score":0.6823772192001343},{"id":"https://openalex.org/C13393347","wikidata":"https://www.wikidata.org/wiki/Q8424","display_name":"Aerodynamics","level":2,"score":0.5634889006614685},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.534921407699585},{"id":"https://openalex.org/C72898154","wikidata":"https://www.wikidata.org/wiki/Q458038","display_name":"Flight envelope","level":3,"score":0.49233734607696533},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.48787808418273926},{"id":"https://openalex.org/C527307","wikidata":"https://www.wikidata.org/wiki/Q370906","display_name":"Angle of attack","level":3,"score":0.4789979159832001},{"id":"https://openalex.org/C24872484","wikidata":"https://www.wikidata.org/wiki/Q126818","display_name":"Dimensionless quantity","level":2,"score":0.4779953062534332},{"id":"https://openalex.org/C2776911258","wikidata":"https://www.wikidata.org/wiki/Q5501170","display_name":"Freestream","level":4,"score":0.47309091687202454},{"id":"https://openalex.org/C172860338","wikidata":"https://www.wikidata.org/wiki/Q949674","display_name":"Dynamic pressure","level":2,"score":0.467191219329834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46462947130203247},{"id":"https://openalex.org/C158522163","wikidata":"https://www.wikidata.org/wiki/Q2406217","display_name":"Static pressure","level":2,"score":0.45369720458984375},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4516467750072479},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.45118552446365356},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.258206844329834},{"id":"https://openalex.org/C182748727","wikidata":"https://www.wikidata.org/wiki/Q178932","display_name":"Reynolds number","level":3,"score":0.24237462878227234},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13033244013786316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11515173316001892},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taes.2022.3201813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2022.3201813","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Aerospace and Electronic Systems","raw_type":"journal-article"},{"id":"pmh:oai:dspace.imech.ac.cn:311007/92213","is_oa":true,"landing_page_url":"http://dspace.imech.ac.cn/handle/311007/92213","pdf_url":null,"source":{"id":"https://openalex.org/S4306400463","display_name":"\u4e2d\u56fd\u79d1\u5b66\u9662\u529b\u5b66\u7814\u7a76\u6240","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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:dspace.imech.ac.cn:311007/92853","is_oa":false,"landing_page_url":"http://dspace.imech.ac.cn/handle/311007/92853","pdf_url":null,"source":{"id":"https://openalex.org/S4306400463","display_name":"\u4e2d\u56fd\u79d1\u5b66\u9662\u529b\u5b66\u7814\u7a76\u6240","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"}],"best_oa_location":{"id":"pmh:oai:dspace.imech.ac.cn:311007/92213","is_oa":true,"landing_page_url":"http://dspace.imech.ac.cn/handle/311007/92213","pdf_url":null,"source":{"id":"https://openalex.org/S4306400463","display_name":"\u4e2d\u56fd\u79d1\u5b66\u9662\u529b\u5b66\u7814\u7a76\u6240","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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u671f\u520a\u8bba\u6587"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3213708553","display_name":null,"funder_award_id":"11902324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W572383430","https://openalex.org/W1549749298","https://openalex.org/W1809485821","https://openalex.org/W1979299897","https://openalex.org/W1981538802","https://openalex.org/W1989946131","https://openalex.org/W2034557073","https://openalex.org/W2042824818","https://openalex.org/W2043588314","https://openalex.org/W2044760708","https://openalex.org/W2050576746","https://openalex.org/W2062228042","https://openalex.org/W2072792368","https://openalex.org/W2083441338","https://openalex.org/W2085333880","https://openalex.org/W2088382530","https://openalex.org/W2088757666","https://openalex.org/W2091356634","https://openalex.org/W2117159262","https://openalex.org/W2136815439","https://openalex.org/W2153743894","https://openalex.org/W2201305792","https://openalex.org/W2314323591","https://openalex.org/W2316026405","https://openalex.org/W2317913517","https://openalex.org/W2319329301","https://openalex.org/W2473803024","https://openalex.org/W2542438142","https://openalex.org/W2809995877","https://openalex.org/W2978485298","https://openalex.org/W2980266231","https://openalex.org/W3003912067","https://openalex.org/W3092587147","https://openalex.org/W4212947390","https://openalex.org/W4255162733","https://openalex.org/W6616399687","https://openalex.org/W6855074904"],"related_works":["https://openalex.org/W2143030416","https://openalex.org/W259903159","https://openalex.org/W2041806163","https://openalex.org/W282789198","https://openalex.org/W2902121163","https://openalex.org/W2022635011","https://openalex.org/W2759318622","https://openalex.org/W2352469690","https://openalex.org/W2350525183","https://openalex.org/W2025757957"],"abstract_inverted_index":{"Neural":[0],"networks":[1,46],"have":[2],"the":[3,8,19,32,60,69,83,90,96,112,119,122,131,135,158,162,166,177,183,188,194,199,203,208,213,223],"ability":[4],"to":[5,49,58],"deal":[6],"with":[7],"flush":[9],"air":[10,51],"data":[11,26,52,77,98,205],"sensing":[12],"(FADS)":[13],"system":[14],"of":[15,24,106,109,134,169,180,185,191,202,215],"various":[16],"vehicles.":[17],"However,":[18],"demand":[20],"for":[21,99,207,229],"large":[22],"quantities":[23],"training":[25,97,204],"limits":[27],"its":[28],"application.":[29],"To":[30],"overcome":[31],"problem,":[33],"this":[34],"paper":[35],"develops":[36],"a":[37,79,148,230],"FADS":[38,47,143],"algorithm":[39,144,159,224],"called":[40],"dimensionless":[41],"input":[42],"and":[43,111,125,138,173,182,218,222],"output":[44,117],"neural":[45,100],"(DIO-NNFADS)":[48],"estimate":[50,161],"states.":[53],"The":[54,102,141],"DIO-NNFADS":[55,84,209],"is":[56,145,210,220],"utilized":[57],"approximate":[59],"aerodynamic":[61],"model":[62,151],"defined":[63],"by":[64,75,118,130],"dimensional":[65],"analysis,":[66],"which":[67],"decouples":[68],"freestream":[70],"static":[71,123,171],"pressure.":[72],"Thus,":[73],"trained":[74],"less":[76],"from":[78],"single":[80],"flight":[81,92,196],"profile,":[82],"can":[85,160],"achieve":[86],"good":[87,227],"accuracy":[88],"in":[89,193],"entire":[91,195],"envelope,":[93],"effectively":[94],"reducing":[95],"networks.":[101],"Mach":[103,163],"number,":[104],"angle":[105,108,184],"attack,":[107],"sideslip,":[110],"pressure":[113,124,127,139,172,175],"coefficients":[114],"are":[115,128],"directly":[116],"DIO-NNFADS.":[120],"And":[121],"dynamic":[126,174],"solved":[129],"equations":[132],"composed":[133],"measured":[136],"pressures":[137],"coefficients.":[140],"proposed":[142],"verified":[146],"on":[147],"simplified":[149],"supersonic":[150],"through":[152],"numerical":[153],"simulation.":[154],"Results":[155],"show":[156],"that":[157],"number":[164],"within":[165,176,187],"relative":[167,178],"error":[168,179,190],"2.9&#x0025;,":[170],"6.2&#x0025;,":[181],"incidence":[186],"absolute":[189],"0.4&#x00B0;":[192],"envelope.":[197],"Besides,":[198],"optimal":[200],"size":[201],"set":[206],"discussed.":[211],"Furthermore,":[212],"influence":[214],"port":[216,231],"layout":[217,232],"selection":[219],"analyzed,":[221],"also":[225],"shows":[226],"performance":[228],"without":[233],"stagnation":[234],"point.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
