{"id":"https://openalex.org/W4206075615","doi":"https://doi.org/10.1109/ist50367.2021.9651368","title":"Parameter Inversion Based on Levenberg-Marquardt Algorithm for Layered Formation Using Electromagnetic Wave Resistivity Tool","display_name":"Parameter Inversion Based on Levenberg-Marquardt Algorithm for Layered Formation Using Electromagnetic Wave Resistivity Tool","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W4206075615","doi":"https://doi.org/10.1109/ist50367.2021.9651368"},"language":"en","primary_location":{"id":"doi:10.1109/ist50367.2021.9651368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist50367.2021.9651368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Imaging Systems and Techniques (IST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100422137","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0003-1361-5023"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043551995","display_name":"Lijun Xu","orcid":"https://orcid.org/0000-0003-0488-9604"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Xu","raw_affiliation_strings":["School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004178818","display_name":"Shijie Sun","orcid":"https://orcid.org/0000-0003-0930-5575"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Sun","raw_affiliation_strings":["School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070958591","display_name":"Jiangtao Sun","orcid":"https://orcid.org/0000-0003-2288-1980"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Sun","raw_affiliation_strings":["School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058642753","display_name":"Yuedong Xie","orcid":"https://orcid.org/0000-0001-9535-0764"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuedong Xie","raw_affiliation_strings":["School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053899036","display_name":"Peng Suo","orcid":"https://orcid.org/0000-0002-6078-6119"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Suo","raw_affiliation_strings":["School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument and Opto-electronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103554000","display_name":"Weining Ni","orcid":null},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weining Ni","raw_affiliation_strings":["Sinopec Research Institute of Petroleum Engineering, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinopec Research Institute of Petroleum Engineering, Beijing, China","institution_ids":["https://openalex.org/I106994412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029516239","display_name":"Xin Li","orcid":"https://orcid.org/0000-0001-6334-0369"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Sinopec Research Institute of Petroleum Engineering, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinopec Research Institute of Petroleum Engineering, Beijing, China","institution_ids":["https://openalex.org/I106994412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1864,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53206637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/jacobian-matrix-and-determinant","display_name":"Jacobian matrix and determinant","score":0.808417797088623},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.7488017082214355},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.6832349300384521},{"id":"https://openalex.org/keywords/levenberg\u2013marquardt-algorithm","display_name":"Levenberg\u2013Marquardt algorithm","score":0.6777329444885254},{"id":"https://openalex.org/keywords/electrical-resistivity-and-conductivity","display_name":"Electrical resistivity and conductivity","score":0.6695245504379272},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5015137195587158},{"id":"https://openalex.org/keywords/electromagnetics","display_name":"Electromagnetics","score":0.5004251003265381},{"id":"https://openalex.org/keywords/magnetotellurics","display_name":"Magnetotellurics","score":0.49680832028388977},{"id":"https://openalex.org/keywords/logging-while-drilling","display_name":"Logging while drilling","score":0.46415695548057556},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4574829936027527},{"id":"https://openalex.org/keywords/conductivity","display_name":"Conductivity","score":0.45735469460487366},{"id":"https://openalex.org/keywords/drilling","display_name":"Drilling","score":0.35703012347221375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29707130789756775},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2283308506011963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2179199457168579},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.2109348177909851},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.20751160383224487},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.20299839973449707},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.17316102981567383},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.15030056238174438},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13157886266708374},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1014275848865509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09346070885658264}],"concepts":[{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.808417797088623},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.7488017082214355},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.6832349300384521},{"id":"https://openalex.org/C87578567","wikidata":"https://www.wikidata.org/wiki/Q1426494","display_name":"Levenberg\u2013Marquardt algorithm","level":3,"score":0.6777329444885254},{"id":"https://openalex.org/C69990965","wikidata":"https://www.wikidata.org/wiki/Q65402698","display_name":"Electrical resistivity and conductivity","level":2,"score":0.6695245504379272},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5015137195587158},{"id":"https://openalex.org/C2909720056","wikidata":"https://www.wikidata.org/wiki/Q11406","display_name":"Electromagnetics","level":2,"score":0.5004251003265381},{"id":"https://openalex.org/C112313211","wikidata":"https://www.wikidata.org/wiki/Q1413106","display_name":"Magnetotellurics","level":3,"score":0.49680832028388977},{"id":"https://openalex.org/C2776386368","wikidata":"https://www.wikidata.org/wiki/Q6667385","display_name":"Logging while drilling","level":3,"score":0.46415695548057556},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4574829936027527},{"id":"https://openalex.org/C131540310","wikidata":"https://www.wikidata.org/wiki/Q907564","display_name":"Conductivity","level":2,"score":0.45735469460487366},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.35703012347221375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29707130789756775},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2283308506011963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2179199457168579},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.2109348177909851},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.20751160383224487},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.20299839973449707},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.17316102981567383},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.15030056238174438},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13157886266708374},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1014275848865509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09346070885658264},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ist50367.2021.9651368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist50367.2021.9651368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Imaging Systems and Techniques (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1179669307","https://openalex.org/W2013338341","https://openalex.org/W2032802365","https://openalex.org/W2162633681","https://openalex.org/W2331747003","https://openalex.org/W2366009030","https://openalex.org/W2587934710","https://openalex.org/W2790135904","https://openalex.org/W2903832250","https://openalex.org/W2914507899","https://openalex.org/W2942054396","https://openalex.org/W2951585545","https://openalex.org/W2965612194","https://openalex.org/W3017962772","https://openalex.org/W3023653960","https://openalex.org/W3120308157"],"related_works":["https://openalex.org/W4322746207","https://openalex.org/W173126372","https://openalex.org/W2133112471","https://openalex.org/W2391022163","https://openalex.org/W4285803889","https://openalex.org/W34216071","https://openalex.org/W2263948369","https://openalex.org/W2405649773","https://openalex.org/W2810281214","https://openalex.org/W2560851096"],"abstract_inverted_index":{"Electromagnetic":[0],"wave":[1,73],"resistivity":[2,74],"tool":[3,76,109],"in":[4,22],"logging-while-drilling":[5],"(LWD)":[6],"technology":[7],"can":[8],"provide":[9],"real-time":[10],"conductivity":[11,46,100],"information":[12],"of":[13,49,70,82,98,106,122],"the":[14,45,50,62,68,71,83,88,93,99,104,107,120,123],"surrounding":[15],"formation":[16],"and":[17,26,47,77,101],"plays":[18],"a":[19,32],"crucial":[20],"role":[21],"geo-steering,":[23],"drilling":[24],"optimization":[25],"reservoir":[27],"evaluation.":[28],"In":[29],"this":[30],"paper,":[31],"parameter":[33],"inversion":[34],"method":[35,56],"based":[36],"on":[37,103],"Levenberg-Marquardt":[38],"(LM)":[39],"algorithm":[40],"is":[41],"proposed":[42,124],"to":[43,60,66,118],"estimate":[44],"thickness":[48,102],"layered-formation":[51],"model.":[52],"The":[53,80,96],"finite":[54],"element":[55],"(FEM)":[57],"was":[58,90,110],"used":[59],"solve":[61],"forward":[63,84],"problem,":[64],"i.e.,":[65],"obtain":[67],"response":[69,105],"electromagnetic":[72],"(EWR)":[75],"Jacobian":[78],"matrix.":[79],"solution":[81],"problem":[85],"solved":[86],"by":[87],"FEM":[89],"compared":[91],"with":[92],"theoretical":[94],"solution.":[95],"influence":[97],"LWD":[108],"analyzed.":[111],"Finally,":[112],"numerical":[113],"experiments":[114],"were":[115],"carried":[116],"out":[117],"evaluate":[119],"accuracy":[121],"method.":[125]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
