{"id":"https://openalex.org/W4396600361","doi":"https://doi.org/10.1109/icca62789.2024.10591937","title":"Physics-Informed Neural Networks-based Uncertainty Identification and Control for Closed-Loop Attitude Dynamics of Reentry Vehicles","display_name":"Physics-Informed Neural Networks-based Uncertainty Identification and Control for Closed-Loop Attitude Dynamics of Reentry Vehicles","publication_year":2024,"publication_date":"2024-06-18","ids":{"openalex":"https://openalex.org/W4396600361","doi":"https://doi.org/10.1109/icca62789.2024.10591937"},"language":"en","primary_location":{"id":"doi:10.1109/icca62789.2024.10591937","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca62789.2024.10591937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Control & Automation (ICCA)","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":null,"display_name":"Ruizhe Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruizhe Yuan","raw_affiliation_strings":["Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101861274","display_name":"Zongyi Guo","orcid":"https://orcid.org/0000-0001-6837-9924"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongyi Guo","raw_affiliation_strings":["Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102658988","display_name":"Shiyuan Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyuan Cao","raw_affiliation_strings":["Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108166967","display_name":"David Henry","orcid":"https://orcid.org/0000-0001-7169-7704"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Henry","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP,Talence,France,F-33400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP,Talence,France,F-33400","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210160189","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088862780","display_name":"J\u00e9r\u00f4me Cieslak","orcid":"https://orcid.org/0000-0002-7166-1880"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jerome Cieslak","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP,Talence,France,F-33400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP,Talence,France,F-33400","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210160189","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087451137","display_name":"Tiago Roux Oliveira","orcid":"https://orcid.org/0000-0002-2232-8715"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Roux Oliveira","raw_affiliation_strings":["State University of Rio de Janeiro,Department of Electronics and Telecommunication Engineering,Rio de Janeiro,Brazil,20550-013"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State University of Rio de Janeiro,Department of Electronics and Telecommunication Engineering,Rio de Janeiro,Brazil,20550-013","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033111054","display_name":"Jianguo Guo","orcid":"https://orcid.org/0000-0003-2991-4773"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Guo","raw_affiliation_strings":["Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Precision Guidance, and Control, Northwestern Poly technical University,Xi'an,China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5502,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63250268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"629","last_page":"634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9516000151634216,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9240999817848206,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/reentry","display_name":"Reentry","score":0.8779361248016357},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.6687893867492676},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6105103492736816},{"id":"https://openalex.org/keywords/vehicle-dynamics","display_name":"Vehicle dynamics","score":0.5571065545082092},{"id":"https://openalex.org/keywords/attitude-control","display_name":"Attitude control","score":0.5541127920150757},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5457117557525635},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5012056827545166},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4697312116622925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46077248454093933},{"id":"https://openalex.org/keywords/closed-loop","display_name":"Closed loop","score":0.46028202772140503},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4408693313598633},{"id":"https://openalex.org/keywords/feedback-control","display_name":"Feedback control","score":0.42818671464920044},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.33861708641052246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31460654735565186},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2818982005119324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21782344579696655},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08062255382537842},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0798008143901825}],"concepts":[{"id":"https://openalex.org/C2777720157","wikidata":"https://www.wikidata.org/wiki/Q7306947","display_name":"Reentry","level":2,"score":0.8779361248016357},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.6687893867492676},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6105103492736816},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.5571065545082092},{"id":"https://openalex.org/C155710575","wikidata":"https://www.wikidata.org/wiki/Q83001","display_name":"Attitude control","level":2,"score":0.5541127920150757},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5457117557525635},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5012056827545166},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4697312116622925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46077248454093933},{"id":"https://openalex.org/C3019251811","wikidata":"https://www.wikidata.org/wiki/Q5135346","display_name":"Closed loop","level":2,"score":0.46028202772140503},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4408693313598633},{"id":"https://openalex.org/C3018651601","wikidata":"https://www.wikidata.org/wiki/Q183635","display_name":"Feedback control","level":2,"score":0.42818671464920044},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.33861708641052246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31460654735565186},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2818982005119324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21782344579696655},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08062255382537842},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0798008143901825},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icca62789.2024.10591937","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca62789.2024.10591937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Control & Automation (ICCA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04564498v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04564498","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th IEEE International Conference on Control & Automation, IEEE, Jun 2024, Reykjav\u00edk, Iceland","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G3655759136","display_name":null,"funder_award_id":"92271109,52272404","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":27,"referenced_works":["https://openalex.org/W229194294","https://openalex.org/W1522301498","https://openalex.org/W1991929271","https://openalex.org/W2010586405","https://openalex.org/W2075133506","https://openalex.org/W2137983211","https://openalex.org/W2181616869","https://openalex.org/W2326921254","https://openalex.org/W2339291635","https://openalex.org/W2772097715","https://openalex.org/W3022080859","https://openalex.org/W3035965352","https://openalex.org/W3043775636","https://openalex.org/W3084024723","https://openalex.org/W3099878876","https://openalex.org/W3126393581","https://openalex.org/W3163993681","https://openalex.org/W3207890637","https://openalex.org/W4245102245","https://openalex.org/W4313389713","https://openalex.org/W4322704484","https://openalex.org/W4389457053","https://openalex.org/W4394649613","https://openalex.org/W6617182330","https://openalex.org/W6631190155","https://openalex.org/W6685764666","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W2313318943","https://openalex.org/W2055807652","https://openalex.org/W3198013117","https://openalex.org/W2059059760","https://openalex.org/W2354786547","https://openalex.org/W1967027616","https://openalex.org/W2474215814","https://openalex.org/W2068706947","https://openalex.org/W2064234003","https://openalex.org/W3173475455"],"abstract_inverted_index":{"This":[0],"paper":[1,72],"investigates":[2],"the":[3,12,30,38,50,53,60,65,75,87,92,99,107,110,118,132,143,149],"application":[4],"of":[5,32,103,109,123,145],"Physics-Informed":[6,78],"Neural":[7,79],"Network":[8],"(PINN)":[9],"technique":[10],"into":[11],"uncertainty":[13],"identification":[14],"and":[15,40,63,136],"control":[16,66,146],"issue":[17],"for":[18,131],"reentry":[19],"vehicles":[20],"(RV)":[21],"attitude":[22,101,124],"dynamics.":[23],"The":[24,43],"PINN":[25,51,150],"methodology":[26],"proves":[27],"to":[28,52,82,97],"obtain":[29],"solution":[31],"ordinary":[33],"differential":[34],"equations":[35],"through":[36],"incorporating":[37],"physical":[39],"data":[41,122],"knowledges.":[42],"existing":[44],"articles":[45],"mainly":[46],"focus":[47],"on":[48,148],"using":[49],"inverse":[54],"problem,":[55],"which":[56],"actually":[57],"deals":[58],"with":[59,126],"open-loop":[61],"dynamics":[62,125],"neglects":[64],"design.":[67],"Different":[68],"from":[69],"that,":[70],"this":[71],"instead":[73],"introduces":[74],"Euler":[76],"iteration-augmented":[77],"Networks":[80],"(Euler-PINNs)":[81],"estimate":[83],"unknown":[84],"parameters":[85,147],"in":[86,115],"RV":[88],"closed-loop":[89],"dynamics,":[90],"meanwhile,":[91],"classical":[93],"PID":[94],"is":[95,113,129,153],"designed":[96],"ensure":[98],"fine":[100],"track":[102],"desired":[104],"commands.":[105],"Furthermore,":[106],"framework":[108],"proposed":[111],"method":[112],"described":[114],"detail.":[116],"Then,":[117],"sampled":[119],"simulated":[120],"time-series":[121],"time-varying":[127],"uncertainties":[128],"utilized":[130],"neural":[133],"network":[134],"learning,":[135],"simulation":[137],"results":[138],"show":[139],"its":[140],"effectiveness.":[141],"Also,":[142],"influence":[144],"algorithm":[151],"effect":[152],"discussed.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}