{"id":"https://openalex.org/W4399801005","doi":"https://doi.org/10.1109/tgrs.2024.3416547","title":"Physics-Informed Robust and Implicit Full Waveform Inversion Without Prior and Low-Frequency Information","display_name":"Physics-Informed Robust and Implicit Full Waveform Inversion Without Prior and Low-Frequency Information","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399801005","doi":"https://doi.org/10.1109/tgrs.2024.3416547"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3416547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3416547","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/A5099268951","display_name":"Bo Du","orcid":"https://orcid.org/0009-0004-1404-3279"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Du","raw_affiliation_strings":["College of Marine Geosciences, Ocean University of China, Qingdao, China","Graduate Students in College of Marine Geosicence at Ocean University of China, China"],"raw_orcid":"https://orcid.org/0009-0004-1404-3279","affiliations":[{"raw_affiliation_string":"College of Marine Geosciences, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Graduate Students in College of Marine Geosicence at Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004183775","display_name":"Jian Sun","orcid":"https://orcid.org/0000-0001-6530-9007"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Sun","raw_affiliation_strings":["College of Marine Geosciences and the Key Laboratory of Submarine Geoscience and Prospecting Techniques, MOE China, Ocean University of China, Qingdao, China","Associate Professor in College of Marine Geosicence, Key Lab of Submarine Geoscience and Prospecting Techniques MOE China at Ocean University of China, China"],"raw_orcid":"https://orcid.org/0000-0001-6530-9007","affiliations":[{"raw_affiliation_string":"College of Marine Geosciences and the Key Laboratory of Submarine Geoscience and Prospecting Techniques, MOE China, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Associate Professor in College of Marine Geosicence, Key Lab of Submarine Geoscience and Prospecting Techniques MOE China at Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102919477","display_name":"Anqi Jia","orcid":"https://orcid.org/0009-0003-1321-6441"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqi Jia","raw_affiliation_strings":["College of Marine Geosciences, Ocean University of China, Qingdao, China","Graduate Students in College of Marine Geosicence at Ocean University of China, China"],"raw_orcid":"https://orcid.org/0009-0003-1321-6441","affiliations":[{"raw_affiliation_string":"College of Marine Geosciences, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Graduate Students in College of Marine Geosicence at Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387079","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0001-5609-7401"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["School of Earth Sciences, Northeast Petroleum University, Daqing, China","School of earth sciences, Northeast Petroleum University, China"],"raw_orcid":"https://orcid.org/0000-0001-5609-7401","affiliations":[{"raw_affiliation_string":"School of Earth Sciences, Northeast Petroleum University, Daqing, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"School of earth sciences, Northeast Petroleum University, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015612052","display_name":"Huaishan Liu","orcid":"https://orcid.org/0000-0003-4814-8621"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaishan Liu","raw_affiliation_strings":["College of Marine Geosciences and the Key Laboratory of Submarine Geoscience and Prospecting Techniques, MOE China, Ocean University of China, Qingdao, China","Professor in College of Marine Geosicence, Key Lab of Submarine Geoscience and Prospecting Techniques MOE China at Ocean University of China, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marine Geosciences and the Key Laboratory of Submarine Geoscience and Prospecting Techniques, MOE China, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Professor in College of Marine Geosicence, Key Lab of Submarine Geoscience and Prospecting Techniques MOE China at Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3362,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92001321,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9980000257492065,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9980000257492065,"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":0.9907000064849854,"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/T13885","display_name":"Geophysics and Sensor Technology","score":0.9848999977111816,"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":0.6232532858848572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5424429178237915},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5284293293952942},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2402220368385315},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.13634145259857178},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13165372610092163},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.09438562393188477}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6232532858848572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424429178237915},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5284293293952942},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2402220368385315},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.13634145259857178},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13165372610092163},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.09438562393188477},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3416547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3416547","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":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G5668461783","display_name":null,"funder_award_id":"2023T160610","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8996637816","display_name":null,"funder_award_id":"2022M722970","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1876839254","https://openalex.org/W1975900931","https://openalex.org/W2000771799","https://openalex.org/W2007787802","https://openalex.org/W2009552164","https://openalex.org/W2038147963","https://openalex.org/W2042874555","https://openalex.org/W2080308818","https://openalex.org/W2100245965","https://openalex.org/W2111936335","https://openalex.org/W2112280495","https://openalex.org/W2125916088","https://openalex.org/W2150240527","https://openalex.org/W2494019436","https://openalex.org/W2522338163","https://openalex.org/W2586372192","https://openalex.org/W2763634102","https://openalex.org/W2793553621","https://openalex.org/W2899663614","https://openalex.org/W2912052494","https://openalex.org/W2915004230","https://openalex.org/W2952590710","https://openalex.org/W2955412401","https://openalex.org/W2983807332","https://openalex.org/W2986706618","https://openalex.org/W3048871735","https://openalex.org/W3092209731","https://openalex.org/W3099006605","https://openalex.org/W3104055803","https://openalex.org/W3123670553","https://openalex.org/W3125922890","https://openalex.org/W3134476123","https://openalex.org/W3202397552","https://openalex.org/W3208259041","https://openalex.org/W4206275200","https://openalex.org/W4234957916","https://openalex.org/W4290712398","https://openalex.org/W4308883462","https://openalex.org/W4309961894","https://openalex.org/W4318778533","https://openalex.org/W4321327328","https://openalex.org/W4362558471","https://openalex.org/W4364320730","https://openalex.org/W4383903666","https://openalex.org/W4389040963","https://openalex.org/W4394002427","https://openalex.org/W6755977528","https://openalex.org/W6779753539"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1974895211","https://openalex.org/W2176409448","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W2364769705","https://openalex.org/W2056136368","https://openalex.org/W2374664672","https://openalex.org/W4367555392"],"abstract_inverted_index":{"Full":[0],"waveform":[1],"inversion":[2,9],"(FWI)":[3],"stands":[4],"as":[5,42,94],"the":[6,20,51,63,103,114],"forefront":[7],"geophysical":[8],"approach,":[10],"however,":[11],"its":[12,121],"impediment":[13],"in":[14,27,57,92,96],"practical":[15,137],"applications":[16],"persists":[17],"due":[18],"to":[19,123],"absence":[21],"of":[22,65,113,126],"prior":[23],"information":[24,89],"and":[25,44,109],"limitations":[26],"data":[28,107],"acquisition.":[29],"Addressing":[30],"this":[31],"challenge,":[32],"we":[33,76],"introduce":[34],"implicit":[35,45],"FWI":[36],"(IFWI)":[37],"which":[38],"represents":[39],"subsurface":[40,127],"models":[41,128],"continuous":[43],"functions,":[46],"thereby":[47],"reducing":[48],"dependency":[49],"on":[50],"initial":[52],"model":[53,70],"with":[54,129],"frequency":[55],"principle":[56],"deep":[58,68],"learning":[59,69],"optimization.":[60],"Furthermore,":[61],"through":[62],"design":[64],"a":[66,78,124],"specialized":[67],"that":[71],"emphasizes":[72],"rigorous":[73],"low-frequency":[74,88],"learning,":[75],"present":[77],"robust":[79,116],"IFWI":[80,117],"algorithm":[81],"exhibiting":[82],"high-resolution":[83],"reconstruction":[84],"capabilities,":[85],"even":[86],"when":[87],"is":[90],"absent":[91],"observations,":[93],"demonstrated":[95],"numerical":[97],"experiments.":[98],"Moreover,":[99],"experimental":[100],"findings":[101],"underscore":[102],"heightened":[104],"robustness,":[105],"reduced":[106],"requirements,":[108],"strong":[110],"generalization":[111],"ability":[112],"proposed":[115],"algorithm.":[118],"This":[119],"highlights":[120],"applicability":[122],"variety":[125],"diverse":[130],"acquisition":[131],"settings,":[132],"indicating":[133],"promising":[134],"potential":[135],"for":[136],"seismic":[138],"inversion.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}