{"id":"https://openalex.org/W3127757863","doi":"https://doi.org/10.1109/lgrs.2021.3053247","title":"1-D Inversion of GREATEM Data by Supervised Descent Learning","display_name":"1-D Inversion of GREATEM Data by Supervised Descent Learning","publication_year":2021,"publication_date":"2021-02-02","ids":{"openalex":"https://openalex.org/W3127757863","doi":"https://doi.org/10.1109/lgrs.2021.3053247","mag":"3127757863"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2021.3053247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3053247","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-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/A5018116908","display_name":"Shan Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shan Lu","raw_affiliation_strings":["Key Laboratory of Electromagnetic Wave Science and Detection Technology, Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electromagnetic Wave Science and Detection Technology, Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047868213","display_name":"Bingyang Liang","orcid":"https://orcid.org/0000-0003-4789-9626"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingyang Liang","raw_affiliation_strings":["College of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China","College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047753775","display_name":"Jianwen Wang","orcid":"https://orcid.org/0000-0002-8829-8440"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwen Wang","raw_affiliation_strings":["Key Laboratory of Electromagnetic Wave Science and Detection Technology, Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-8829-8440","affiliations":[{"raw_affiliation_string":"Key Laboratory of Electromagnetic Wave Science and Detection Technology, Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060208182","display_name":"Feng Han","orcid":"https://orcid.org/0000-0002-3411-5573"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Han","raw_affiliation_strings":["Key Laboratory of Electromagnetic Wave Science and Detection Technology, Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-3411-5573","affiliations":[{"raw_affiliation_string":"Key Laboratory of Electromagnetic Wave Science and Detection Technology, Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100345153","display_name":"Qing Liu","orcid":"https://orcid.org/0000-0001-5286-4423"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Huo Liu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","Duke University, Durham, NC, USA"],"raw_orcid":"https://orcid.org/0000-0001-5286-4423","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018116908"],"corresponding_institution_ids":["https://openalex.org/I191208505"],"apc_list":null,"apc_paid":null,"fwci":1.7352,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82344895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":1.0,"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/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9998000264167786,"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/T11698","display_name":"Underwater Acoustics Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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":0.7660125494003296},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.755263090133667},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.6504032611846924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6390165686607361},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6247106194496155},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5936000347137451},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4311401844024658},{"id":"https://openalex.org/keywords/descent","display_name":"Descent (aeronautics)","score":0.41822001338005066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35590410232543945},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18903934955596924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.11587291955947876},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09344509243965149},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07593289017677307}],"concepts":[{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.7660125494003296},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.755263090133667},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.6504032611846924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6390165686607361},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6247106194496155},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5936000347137451},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4311401844024658},{"id":"https://openalex.org/C2776637919","wikidata":"https://www.wikidata.org/wiki/Q624380","display_name":"Descent (aeronautics)","level":2,"score":0.41822001338005066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35590410232543945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18903934955596924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.11587291955947876},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09344509243965149},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07593289017677307},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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/lgrs.2021.3053247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3053247","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1985910008","https://openalex.org/W2058449146","https://openalex.org/W2108064160","https://openalex.org/W2133183862","https://openalex.org/W2134373767","https://openalex.org/W2144781999","https://openalex.org/W2290150598","https://openalex.org/W2549295621","https://openalex.org/W2556520550","https://openalex.org/W2762768836","https://openalex.org/W2898331617","https://openalex.org/W2918772560","https://openalex.org/W2968901653","https://openalex.org/W3018733595"],"related_works":["https://openalex.org/W2095394046","https://openalex.org/W2241574140","https://openalex.org/W2105737828","https://openalex.org/W2550832089","https://openalex.org/W2115685308","https://openalex.org/W2391315417","https://openalex.org/W2362216628","https://openalex.org/W2393242978","https://openalex.org/W3127757863","https://openalex.org/W1522778945"],"abstract_inverted_index":{"In":[0,49,111],"this":[1],"letter,":[2],"the":[3,6,26,34,43,50,58,62,67,71,75,81,84,90,105,113,117],"application":[4],"of":[5,25,83,109,116],"supervised":[7],"descent":[8,19],"method":[9],"(SDM)":[10],"for":[11],"solving":[12],"controlled-source":[13],"electromagnetic":[14,98],"inversion":[15,29],"is":[16,31,54,77,87,119],"studied.":[17,121],"The":[18],"direction":[20],"in":[21,42],"each":[22],"iteration":[23],"step":[24],"1-D":[27],"full-wave":[28],"(FWI)":[30],"learned":[32],"from":[33],"training":[35,45],"data":[36,60,100],"set":[37],"with":[38,57,70],"certain":[39],"prior":[40],"information":[41],"off-line":[44],"and":[46,61,92,107],"then":[47],"saved.":[48],"online":[51],"prediction,":[52],"it":[53],"directly":[55],"combined":[56],"measured":[59],"forward":[63],"model":[64],"to":[65,103],"implement":[66],"FWI.":[68],"Compared":[69],"traditional":[72],"iterative":[73],"method,":[74],"efficiency":[76,108],"significantly":[78],"enhanced":[79],"since":[80],"computation":[82],"Jacobian":[85],"matrix":[86],"circumvented.":[88],"Both":[89],"synthesized":[91],"field-measured":[93],"grounded":[94],"electrical-source":[95],"airborne":[96],"transient":[97],"(GREATEM)":[99],"are":[101],"used":[102],"verify":[104],"feasibility":[106],"SDM.":[110],"addition,":[112],"learning":[114],"ability":[115],"SDM":[118],"also":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}