{"id":"https://openalex.org/W2982482961","doi":"https://doi.org/10.1109/tgrs.2019.2945946","title":"A Modified Generative Adversarial Nets Integrated With Stochastic Approach for Realizing Super-Resolution Reservoir Simulation","display_name":"A Modified Generative Adversarial Nets Integrated With Stochastic Approach for Realizing Super-Resolution Reservoir Simulation","publication_year":2019,"publication_date":"2019-10-29","ids":{"openalex":"https://openalex.org/W2982482961","doi":"https://doi.org/10.1109/tgrs.2019.2945946","mag":"2982482961"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2019.2945946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2019.2945946","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/A5048669693","display_name":"Feilong Han","orcid":"https://orcid.org/0000-0002-5457-1373"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feilong Han","raw_affiliation_strings":["Department of Geological Science and Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5457-1373","affiliations":[{"raw_affiliation_string":"Department of Geological Science and Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656983","display_name":"Hongbing Zhang","orcid":"https://orcid.org/0000-0003-3864-7152"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbing Zhang","raw_affiliation_strings":["Department of Geological Science and Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3864-7152","affiliations":[{"raw_affiliation_string":"Department of Geological Science and Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069004224","display_name":"Snehamoy Chatterjee","orcid":"https://orcid.org/0000-0002-0103-1824"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Snehamoy Chatterjee","raw_affiliation_strings":["Department of Geological and Mining Engineering and Sciences, Michigan Technological University, Houghton, USA"],"raw_orcid":"https://orcid.org/0000-0002-0103-1824","affiliations":[{"raw_affiliation_string":"Department of Geological and Mining Engineering and Sciences, Michigan Technological University, Houghton, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088132899","display_name":"Qiang Guo","orcid":"https://orcid.org/0000-0001-8003-3942"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Guo","raw_affiliation_strings":["Department of Geological Science and Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8003-3942","affiliations":[{"raw_affiliation_string":"Department of Geological Science and Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084038975","display_name":"Shulin Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shulin Wan","raw_affiliation_strings":["Department of Chemistry, Michigan Technological University, Houghton, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, Michigan Technological University, Houghton, USA","institution_ids":["https://openalex.org/I11957088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0511,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.72007638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"58","issue":"2","first_page":"1325","last_page":"1336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9977999925613403,"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":0.9977999925613403,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9977999925613403,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.646165668964386},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5790238380432129},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5528393983840942},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4528622329235077},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.43445730209350586},{"id":"https://openalex.org/keywords/reservoir-simulation","display_name":"Reservoir simulation","score":0.433003693819046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42218005657196045},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.3414004445075989},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2831876873970032},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.2310134470462799},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16694390773773193},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12100973725318909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.646165668964386},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5790238380432129},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5528393983840942},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4528622329235077},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.43445730209350586},{"id":"https://openalex.org/C2778668878","wikidata":"https://www.wikidata.org/wiki/Q6380338","display_name":"Reservoir simulation","level":2,"score":0.433003693819046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42218005657196045},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3414004445075989},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2831876873970032},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.2310134470462799},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16694390773773193},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12100973725318909},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgrs.2019.2945946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2019.2945946","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"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-2352","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p/1354","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications, Part 1","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.5600000023841858,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G3233291162","display_name":null,"funder_award_id":"41674113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5642646598","display_name":null,"funder_award_id":"41374116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6060860278","display_name":null,"funder_award_id":"2018B696X14","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W2966661","https://openalex.org/W79302934","https://openalex.org/W1560013842","https://openalex.org/W1921523184","https://openalex.org/W1984591173","https://openalex.org/W1986149296","https://openalex.org/W1989181386","https://openalex.org/W1994413529","https://openalex.org/W1995234380","https://openalex.org/W1999360130","https://openalex.org/W2016331656","https://openalex.org/W2022629036","https://openalex.org/W2023873688","https://openalex.org/W2024060531","https://openalex.org/W2045331689","https://openalex.org/W2059516716","https://openalex.org/W2069062275","https://openalex.org/W2070943636","https://openalex.org/W2090212048","https://openalex.org/W2097591673","https://openalex.org/W2099345956","https://openalex.org/W2099471712","https://openalex.org/W2105080966","https://openalex.org/W2121058967","https://openalex.org/W2125389028","https://openalex.org/W2130940196","https://openalex.org/W2131561389","https://openalex.org/W2140611763","https://openalex.org/W2165939075","https://openalex.org/W2295936755","https://openalex.org/W2312408761","https://openalex.org/W2373257837","https://openalex.org/W2503924009","https://openalex.org/W2739748921","https://openalex.org/W2766245580","https://openalex.org/W2791006446","https://openalex.org/W2792413338","https://openalex.org/W2799565130","https://openalex.org/W2894410771","https://openalex.org/W2899374351","https://openalex.org/W2900116731","https://openalex.org/W2963684088","https://openalex.org/W2964167449","https://openalex.org/W3001217199","https://openalex.org/W3145506661","https://openalex.org/W4206070770","https://openalex.org/W4320013936","https://openalex.org/W6600115225","https://openalex.org/W6640185926","https://openalex.org/W6678815747","https://openalex.org/W6680804813","https://openalex.org/W6685352114","https://openalex.org/W6687506355","https://openalex.org/W6741832134","https://openalex.org/W7066095244"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4310988119"],"abstract_inverted_index":{"Simulations":[0],"and":[1,39,97,105,111,121,156,187],"seismic":[2,52,106,222],"inversions":[3,53],"exhibit":[4],"good":[5],"performance":[6,14],"in":[7,37,160,192,221],"reservoir":[8,83],"modeling":[9],"task":[10],"for":[11,129,182,205],"the":[12,23,30,61,86,100,142,149,188,200,215,218],"steady":[13],"of":[15,26,32,134,145,151,202,217],"conventional":[16],"techniques.":[17],"However,":[18],"they":[19],"still":[20],"hardly":[21],"meet":[22],"high":[24,34,94],"demand":[25],"petroleum":[27],"exploration":[28],"since":[29],"impossibility":[31],"reaching":[33],"resolution":[35,96],"both":[36],"vertical":[38,95],"lateral":[40],"directions.":[41],"Furthermore,":[42],"simulations":[43],"can":[44,114,176],"only":[45],"provide":[46,177],"high-resolution":[47],"results":[48],"near":[49],"loggings,":[50],"while":[51],"usually":[54],"contain":[55],"band-limited":[56,219],"problems.":[57],"Therefore,":[58],"we":[59],"present":[60],"modified":[62],"generative":[63],"adversarial":[64],"nets":[65],"with":[66,77,93,180,194],"a":[67,71,90,123,131,135,207,212],"decoder":[68],"(DeGAN)":[69],"as":[70],"novel":[72],"approach,":[73],"which":[74],"is":[75,191],"integrated":[76],"sequential":[78],"simulation":[79,133,209],"to":[80,125,147,210,214],"realize":[81],"super-resolution":[82,132,181,208],"simulation.":[84],"Specifically,":[85],"proposed":[87,139],"method":[88,140],"provides":[89],"geological":[91],"model":[92],"optimized":[98],"by":[99,117],"Zeoppritz":[101],"function,":[102],"introducing":[103,166],"logging":[104],"data":[107,119,168],"simultaneously.":[108],"After":[109],"resampling":[110],"warping,":[112],"DeGAN":[113,146],"be":[115],"trained":[116],"these":[118],"sets":[120],"supplies":[122],"structure":[124],"generate":[126],"high-frequency":[127],"parts":[128],"reconstructing":[130],"subsurface":[136],"profile.":[137],"The":[138,196],"presents":[141],"three-flow":[143],"architecture":[144],"balance":[148],"contributions":[150],"three":[152],"neural":[153],"network":[154],"models":[155],"utilizes":[157],"this":[158,174,203],"strategy":[159],"an":[161],"offshore":[162],"area":[163],"successfully.":[164],"By":[165],"multiple":[167],"sets,":[169],"density":[170,178],"experiments":[171],"demonstrate":[172],"that":[173],"approach":[175,204],"profile":[179,220],"revealing":[183],"possible":[184],"thin":[185],"layers,":[186],"frequency":[189],"distribution":[190],"accord":[193],"loggings.":[195],"positive":[197],"result":[198],"verifies":[199],"effectiveness":[201],"providing":[206],"supply":[211],"solution":[213],"problem":[216],"inversion.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}