{"id":"https://openalex.org/W4405936066","doi":"https://doi.org/10.1109/tgrs.2024.3521964","title":"Toward Artifact-Free Impedance Inversion by a Semi-Supervised Network With Super-Resolution and Attention Mechanism","display_name":"Toward Artifact-Free Impedance Inversion by a Semi-Supervised Network With Super-Resolution and Attention Mechanism","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405936066","doi":"https://doi.org/10.1109/tgrs.2024.3521964"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3521964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3521964","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5100448079","display_name":"Mingming Liu","orcid":"https://orcid.org/0000-0002-8988-2104"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingming Liu","raw_affiliation_strings":["Department of Mathematics, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085988378","display_name":"Florian Bo\u00dfmann","orcid":"https://orcid.org/0000-0002-0474-5136"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Florian Bossmann","raw_affiliation_strings":["Department of Mathematics, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000502827","display_name":"Wenlong Wang","orcid":"https://orcid.org/0000-0001-7448-152X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlong Wang","raw_affiliation_strings":["Department of Mathematics, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078652354","display_name":"Jianwei Ma","orcid":"https://orcid.org/0000-0002-9803-0763"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Ma","raw_affiliation_strings":["School of Earth and Space Sciences, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Earth and Space Sciences, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100448079"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.2636,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53576393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9869999885559082,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9868999719619751,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6326503753662109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.58918297290802},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5021753311157227},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.496643602848053},{"id":"https://openalex.org/keywords/electrical-impedance","display_name":"Electrical impedance","score":0.4937528073787689},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41003745794296265},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23710432648658752},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08519992232322693}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6326503753662109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.58918297290802},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5021753311157227},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.496643602848053},{"id":"https://openalex.org/C17829176","wikidata":"https://www.wikidata.org/wiki/Q179043","display_name":"Electrical impedance","level":2,"score":0.4937528073787689},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41003745794296265},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23710432648658752},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08519992232322693},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/tgrs.2024.3521964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3521964","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5}],"awards":[{"id":"https://openalex.org/G122489359","display_name":null,"funder_award_id":"LH2023D017","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G3581182282","display_name":null,"funder_award_id":"42230806","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G623516611","display_name":null,"funder_award_id":"2024FRFK020042","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7311320623","display_name":null,"funder_award_id":"U23B6010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G965000265","display_name":null,"funder_award_id":"42374142","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"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1595870065","https://openalex.org/W1975009952","https://openalex.org/W1987463826","https://openalex.org/W2059410664","https://openalex.org/W2069239534","https://openalex.org/W2078274008","https://openalex.org/W2141708759","https://openalex.org/W2147656095","https://openalex.org/W2170815511","https://openalex.org/W2192023248","https://openalex.org/W2196983547","https://openalex.org/W2476548250","https://openalex.org/W2610184003","https://openalex.org/W2967196803","https://openalex.org/W2968094316","https://openalex.org/W2999581854","https://openalex.org/W3005407459","https://openalex.org/W3090517003","https://openalex.org/W3091325523","https://openalex.org/W3091520774","https://openalex.org/W3135339134","https://openalex.org/W3187830063","https://openalex.org/W3200923794","https://openalex.org/W3203128516","https://openalex.org/W3208448573","https://openalex.org/W3215368086","https://openalex.org/W4280550821","https://openalex.org/W4285084592","https://openalex.org/W4285272371","https://openalex.org/W4302010885","https://openalex.org/W4313480512","https://openalex.org/W4319298573","https://openalex.org/W4322217166","https://openalex.org/W6792890907","https://openalex.org/W6857895079"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W4308623176","https://openalex.org/W4230676417","https://openalex.org/W2019696434","https://openalex.org/W2357509053"],"abstract_inverted_index":{"Estimating":[0],"the":[1,49,82,90,106,113,120,123,131,137,144,148],"subsurface":[2],"impedance":[3,20,61,95,115],"properties":[4],"is":[5,74,102],"an":[6,71],"essential":[7],"process":[8],"in":[9,92],"seismic":[10,36,55,110],"exploration":[11],"and":[12,17,52,84,97,112,146],"reservoir":[13],"characterization.":[14],"The":[15,64],"accuracy":[16,150],"efficiency":[18],"of":[19],"inversion":[21,32,62],"have":[22],"been":[23],"greatly":[24],"improved":[25],"by":[26],"semi-supervised":[27,31,60,94],"methods.":[28],"However,":[29],"existing":[30],"methods":[33],"treat":[34],"poststack":[35],"traces":[37],"as":[38,128,130],"independent":[39],"sequential":[40],"time":[41,50,83],"series,":[42],"which":[43,87],"causes":[44],"accumulated":[45],"prediction":[46,149],"errors":[47],"along":[48],"axis":[51],"horizontally":[53],"noncontinuous":[54],"events.":[56],"We":[57],"propose":[58],"a":[59,99],"network.":[63],"new":[65],"contribution":[66],"includes":[67],"two":[68],"perspectives:":[69],"1)":[70],"attention":[72],"mechanism":[73],"utilized":[75],"to":[76,104],"derive":[77],"data-adaptive":[78],"weights":[79],"from":[80],"both":[81],"positional":[85],"axes,":[86],"largely":[88,142],"reduces":[89],"artifacts":[91,145],"conventional":[93],"inversions":[96],"2)":[98],"super-resolution":[100],"module":[101],"implemented":[103],"reconcile":[105],"dimensional":[107],"inconsistency":[108],"between":[109],"data":[111],"resultant":[114],"profile.":[116],"By":[117],"testing":[118],"on":[119],"Marmousi2":[121],"model,":[122],"SEG":[124],"advanced":[125],"modeling":[126],"(SEAM),":[127],"well":[129],"field":[132],"data,":[133],"we":[134],"show":[135],"that":[136],"newly":[138],"added":[139],"modules":[140],"can":[141],"reduce":[143],"improve":[147],"for":[151],"acoustic":[152],"impedance.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-01-01T00:00:00"}
