{"id":"https://openalex.org/W4392699389","doi":"https://doi.org/10.3390/rs16060995","title":"A Deep Learning Gravity Inversion Method Based on a Self-Constrained Network and Its Application","display_name":"A Deep Learning Gravity Inversion Method Based on a Self-Constrained Network and Its Application","publication_year":2024,"publication_date":"2024-03-12","ids":{"openalex":"https://openalex.org/W4392699389","doi":"https://doi.org/10.3390/rs16060995"},"language":"en","primary_location":{"id":"doi:10.3390/rs16060995","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16060995","pdf_url":"https://www.mdpi.com/2072-4292/16/6/995/pdf?version=1710248002","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/6/995/pdf?version=1710248002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101466488","display_name":"Shuai Zhou","orcid":"https://orcid.org/0000-0002-9987-7560"},"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":"Shuai Zhou","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112922569","display_name":"Yue Wei","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":"Yue Wei","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029865350","display_name":"Pengyu Lu","orcid":"https://orcid.org/0009-0004-8659-7772"},"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":"Pengyu Lu","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048283159","display_name":"Guangrui Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangrui Yu","raw_affiliation_strings":["Key Laboratory of Smart Earth, Dalian 116023, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Earth, Dalian 116023, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439205","display_name":"Shuqi Wang","orcid":"https://orcid.org/0000-0002-1384-4830"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuqi Wang","raw_affiliation_strings":["Key Laboratory of Smart Earth, Dalian 116023, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Earth, Dalian 116023, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047916298","display_name":"Jian Jiao","orcid":"https://orcid.org/0000-0002-7988-9820"},"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 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","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":false,"raw_author_name":"Ping Yu","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102504171","display_name":"Jianwei Zhao","orcid":null},"institutions":[{"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"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Zhao","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5029865350"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5654,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87140471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"6","first_page":"995","last_page":"995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9997000098228455,"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":0.9997000098228455,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9994999766349792,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9979000091552734,"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/inversion","display_name":"Inversion (geology)","score":0.6207938194274902},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40830788016319275},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3363046646118164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32478123903274536},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.05363103747367859}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6207938194274902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40830788016319275},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3363046646118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32478123903274536},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.05363103747367859},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16060995","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16060995","pdf_url":"https://www.mdpi.com/2072-4292/16/6/995/pdf?version=1710248002","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bf9b66d60c974d71a20df12bcf0bd5f4","is_oa":true,"landing_page_url":"https://doaj.org/article/bf9b66d60c974d71a20df12bcf0bd5f4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 6, p 995 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16060995","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16060995","pdf_url":"https://www.mdpi.com/2072-4292/16/6/995/pdf?version=1710248002","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G422603617","display_name":null,"funder_award_id":"42204141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6187046741","display_name":null,"funder_award_id":"2023BEG02066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6302807592","display_name":null,"funder_award_id":"2023-JCXK-15","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7117428993","display_name":null,"funder_award_id":"42074119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G727718080","display_name":null,"funder_award_id":"JJKH20241293KJ","funder_id":"https://openalex.org/F4320326270","funder_display_name":"Education Department of Jilin Province"},{"id":"https://openalex.org/G8571324806","display_name":null,"funder_award_id":"2023-JCXK-15","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8592156138","display_name":null,"funder_award_id":"JJKH20241293KJ","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G928462142","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320326270","funder_display_name":"Education Department of Jilin Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"},{"id":"https://openalex.org/F4320326270","display_name":"Education Department of Jilin Province","ror":"https://ror.org/05782e512"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392699389.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1919786463","https://openalex.org/W1965233618","https://openalex.org/W1994988490","https://openalex.org/W2008997283","https://openalex.org/W2015670693","https://openalex.org/W2046289472","https://openalex.org/W2074051603","https://openalex.org/W2082399372","https://openalex.org/W2125366593","https://openalex.org/W2285400781","https://openalex.org/W2332990274","https://openalex.org/W2355205941","https://openalex.org/W2390333324","https://openalex.org/W2536886899","https://openalex.org/W2608262003","https://openalex.org/W2740151989","https://openalex.org/W2752734540","https://openalex.org/W2755404879","https://openalex.org/W2802289692","https://openalex.org/W2811270888","https://openalex.org/W2897782686","https://openalex.org/W2921770052","https://openalex.org/W3016254533","https://openalex.org/W3032032710","https://openalex.org/W3049037304","https://openalex.org/W3099850646","https://openalex.org/W3119045078","https://openalex.org/W3124594475","https://openalex.org/W3125516835","https://openalex.org/W3131639001","https://openalex.org/W3159428095","https://openalex.org/W3208513980","https://openalex.org/W4210308187","https://openalex.org/W4221094122","https://openalex.org/W4285327293","https://openalex.org/W4293147659","https://openalex.org/W4312397700","https://openalex.org/W4323924867","https://openalex.org/W4323928534","https://openalex.org/W6736599860","https://openalex.org/W6789206795","https://openalex.org/W6795044316","https://openalex.org/W7047415760"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W2358668433","https://openalex.org/W3186982001","https://openalex.org/W1984402782","https://openalex.org/W2137941439"],"abstract_inverted_index":{"Gravity":[0],"inversion":[1,28,39,52,78,137,145,164],"can":[2,134],"be":[3],"used":[4,60,167],"to":[5,50,75,152,168],"obtain":[6,51,140],"the":[7,21,77,91,101,110,114,128,148,153,162,171],"spatial":[8],"structure":[9],"and":[10,117,139,143,161],"physical":[11],"properties":[12],"of":[13,24,65,81,103,123,156],"subsurface":[14],"anomalies":[15],"through":[16],"gravity":[17],"observation":[18],"data.":[19],"With":[20],"continuous":[22],"development":[23],"machine":[25],"learning,":[26,106],"geophysical":[27],"methods":[29,40],"based":[30,41],"on":[31,42],"deep":[32,43,105],"learning":[33,44],"have":[34],"achieved":[35],"good":[36],"results.":[37,146],"Geophysical":[38],"often":[45],"employ":[46],"large-scale":[47],"data":[48,155],"sets":[49],"networks":[53,83],"with":[54,84],"strong":[55],"generalization.":[56],"They":[57],"are":[58,166],"widely":[59],"but":[61,87],"face":[62],"a":[63,70,94],"problem":[64],"lacking":[66],"information":[67],"constraints.":[68],"Therefore,":[69],"self-constrained":[71,115],"network":[72,116],"is":[73,97,150],"proposed":[74,130],"optimize":[76],"results,":[79],"composed":[80],"two":[82],"similar":[85],"structures":[86],"different":[88],"functions.":[89],"At":[90],"same":[92],"time,":[93],"fine-tuning":[95,119],"strategy":[96],"also":[98],"introduced.":[99],"On":[100],"basis":[102],"data-driven":[104],"we":[107],"further":[108],"optimized":[109],"results":[111,122,165],"by":[112],"controlling":[113],"optimizing":[118],"strategy.":[120],"The":[121],"model":[124],"testing":[125],"show":[126],"that":[127],"method":[129,149],"in":[131],"this":[132],"study":[133],"effectively":[135,169],"improve":[136],"precision":[138],"more":[141],"reliable":[142],"accurate":[144],"Finally,":[147],"applied":[151],"field":[154],"Gonghe":[157],"Basin,":[158],"Qinghai":[159],"Province,":[160],"3D":[163],"delineate":[170],"geothermal":[172],"storage":[173],"area.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}
