{"id":"https://openalex.org/W4402978107","doi":"https://doi.org/10.1109/lgrs.2024.3470123","title":"Inverseformer: Dual-Branch Network With Attention Enhancement for Density Interface Inversion","display_name":"Inverseformer: Dual-Branch Network With Attention Enhancement for Density Interface Inversion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402978107","doi":"https://doi.org/10.1109/lgrs.2024.3470123"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3470123","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lgrs.2024.3470123","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/A5100623503","display_name":"Ping Yu","orcid":"https://orcid.org/0000-0001-7610-6512"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ping Yu","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100972406","display_name":"Longran Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long-Ran Zhou","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0004-4536-4913","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106342687","display_name":"Xiao Zhao","orcid":"https://orcid.org/0000-0001-7928-3354"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zhao","raw_affiliation_strings":["Fudan University, Shanghai, China","Academy for Engineering and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7928-3354","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Academy for Engineering and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040226781","display_name":"Peng-yu Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng-Yu Lu","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0004-8659-7772","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113409399","display_name":"Guan-lin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan-Lin Huang","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072552630","display_name":"Jian Jiao","orcid":"https://orcid.org/0000-0003-0691-6901"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Jiao","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0000-0003-0691-6901","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068909594","display_name":"Fengyi Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng-Yi Bi","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100623503"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66288364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9064000248908997,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6267372369766235},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6224768161773682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6042271852493286},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.489080011844635},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12822672724723816},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.12465092539787292}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6267372369766235},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6224768161773682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6042271852493286},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.489080011844635},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12822672724723816},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.12465092539787292},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3470123","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lgrs.2024.3470123","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":[{"id":"https://openalex.org/G6013480683","display_name":null,"funder_award_id":"20220101147JC","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"},{"id":"https://openalex.org/G6794390288","display_name":null,"funder_award_id":"42274187","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8989961579","display_name":null,"funder_award_id":"42274187","funder_id":"https://openalex.org/F4320336806","funder_display_name":"National Natural Science Foundation of China - State Grid Corporation Joint Fund for Smart Grid"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336806","display_name":"National Natural Science Foundation of China - State Grid Corporation Joint Fund for Smart Grid","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1624012152","https://openalex.org/W1984474960","https://openalex.org/W2056141235","https://openalex.org/W2099130556","https://openalex.org/W2150226675","https://openalex.org/W2183806138","https://openalex.org/W2752782242","https://openalex.org/W2937350470","https://openalex.org/W3034552520","https://openalex.org/W3124594475","https://openalex.org/W3138516171","https://openalex.org/W3174836611","https://openalex.org/W3202793667","https://openalex.org/W4210305140","https://openalex.org/W4224252156","https://openalex.org/W4297075581"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Density":[0],"interface":[1,39,80,113,138,159],"inversion":[2,69,189,194],"directly":[3],"reveals":[4],"the":[5,16,53,58,88,96,130,149,163,170,207],"density":[6,31,38,48,71,79,112,125,137,158,176],"distribution":[7],"of":[8,18,57,70,91,210],"underground":[9,136],"structures,":[10,32],"playing":[11],"a":[12,106,144],"significant":[13],"role":[14],"in":[15,95,162,187,203],"field":[17,56],"geophysics.":[19],"Deep":[20],"learning,":[21],"due":[22],"to":[23,26,37,122,151],"its":[24,197],"ability":[25],"extract":[27],"complex":[28],"and":[29,64,182,191,199],"nonlinear":[30],"has":[33,178],"been":[34],"widely":[35],"applied":[36],"inversion.":[40],"Current":[41],"convolution-based":[42],"neural":[43],"network":[44,110,173],"methods":[45],"for":[46,67,78,111,148,174],"inverting":[47,175],"interfaces":[49,177],"are":[50],"limited":[51],"by":[52],"finite":[54],"receptive":[55],"convolution":[59],"paradigm,":[60],"neglecting":[61],"long-range":[62,124],"dependencies":[63,126],"posing":[65],"challenges":[66],"high-precision":[68],"interfaces.":[72],"Additionally,":[73],"when":[74],"using":[75],"deep":[76],"learning":[77],"inversion,":[81,114],"different":[82,85],"channels":[83],"contain":[84],"information,":[86],"necessitating":[87],"effective":[89],"utilization":[90],"this":[92,103],"information":[93],"variation":[94],"channel":[97,145],"dimension.":[98],"To":[99],"address":[100],"these":[101],"issues,":[102],"letter":[104],"proposes":[105],"novel":[107],"dual-path":[108],"Transformer":[109,121],"named":[115],"Inverseformer.":[116],"The":[117,140],"Local-Global":[118],"branch":[119,142],"introduces":[120,143],"establish":[123],"and,":[127],"combined":[128],"with":[129],"U-net":[131],"network,":[132],"jointly":[133],"captures":[134],"multiscale":[135],"features.":[139],"Channel":[141],"attention":[146],"mechanism":[147],"model":[150,166,180],"operate":[152],"attentively":[153],"between":[154],"channels,":[155],"effectively":[156],"capturing":[157],"structural":[160],"changes":[161],"channels.":[164],"Synthetic":[165],"experiments":[167],"show":[168],"that":[169],"proposed":[171],"dual-branch":[172],"smaller":[179],"errors":[181],"better":[183],"data":[184,205],"fitting,":[185],"resulting":[186],"higher":[188],"accuracy":[190],"more":[192],"stable":[193],"results.":[195],"Subsequently,":[196],"effectiveness":[198],"value":[200],"were":[201],"validated":[202],"actual":[204],"from":[206],"Brittany":[208],"region":[209],"France.":[211]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}