{"id":"https://openalex.org/W4382519499","doi":"https://doi.org/10.1007/978-3-031-36808-0_7","title":"Seismic Inversion for Fracture Model Reconstruction: From 1D Inversion to Machine Learning","display_name":"Seismic Inversion for Fracture Model Reconstruction: From 1D Inversion to Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382519499","doi":"https://doi.org/10.1007/978-3-031-36808-0_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36808-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36808-0_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5069426506","display_name":"M. Protasov","orcid":"https://orcid.org/0000-0003-0449-1639"},"institutions":[{"id":"https://openalex.org/I4210106118","display_name":"Institute of Petroleum Geology and Geophysics","ror":"https://ror.org/00y1dzm96","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210106118","https://openalex.org/I4210163714"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Maxim Protasov","raw_affiliation_strings":["Institute of Petroleum Geology and Geophysics, Koptyug St. 3, Novosibirsk, 630090, Russia"],"raw_orcid":"https://orcid.org/0000-0003-0449-1639","affiliations":[{"raw_affiliation_string":"Institute of Petroleum Geology and Geophysics, Koptyug St. 3, Novosibirsk, 630090, Russia","institution_ids":["https://openalex.org/I4210106118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038755540","display_name":"Roman M. Kenzhin","orcid":"https://orcid.org/0000-0001-9933-4745"},"institutions":[{"id":"https://openalex.org/I188973947","display_name":"Novosibirsk State University","ror":"https://ror.org/04t2ss102","country_code":"RU","type":"education","lineage":["https://openalex.org/I188973947"]},{"id":"https://openalex.org/I4210106118","display_name":"Institute of Petroleum Geology and Geophysics","ror":"https://ror.org/00y1dzm96","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210106118","https://openalex.org/I4210163714"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Roman Kenzhin","raw_affiliation_strings":["Institute of Petroleum Geology and Geophysics, Koptyug St. 3, Novosibirsk, 630090, Russia","Novosibirsk State University, Pirogova St. 2, Novosibirsk, 630090, Russia"],"raw_orcid":"https://orcid.org/0000-0001-9933-4745","affiliations":[{"raw_affiliation_string":"Institute of Petroleum Geology and Geophysics, Koptyug St. 3, Novosibirsk, 630090, Russia","institution_ids":["https://openalex.org/I4210106118"]},{"raw_affiliation_string":"Novosibirsk State University, Pirogova St. 2, Novosibirsk, 630090, Russia","institution_ids":["https://openalex.org/I188973947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009283417","display_name":"Danil Dmitrachkov","orcid":"https://orcid.org/0009-0008-9077-0602"},"institutions":[{"id":"https://openalex.org/I4210106118","display_name":"Institute of Petroleum Geology and Geophysics","ror":"https://ror.org/00y1dzm96","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210106118","https://openalex.org/I4210163714"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Danil Dmitrachkov","raw_affiliation_strings":["Institute of Petroleum Geology and Geophysics, Koptyug St. 3, Novosibirsk, 630090, Russia"],"raw_orcid":"https://orcid.org/0009-0008-9077-0602","affiliations":[{"raw_affiliation_string":"Institute of Petroleum Geology and Geophysics, Koptyug St. 3, Novosibirsk, 630090, Russia","institution_ids":["https://openalex.org/I4210106118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061142852","display_name":"Evgeniy Pavlovskiy","orcid":"https://orcid.org/0000-0001-6976-1885"},"institutions":[{"id":"https://openalex.org/I188973947","display_name":"Novosibirsk State University","ror":"https://ror.org/04t2ss102","country_code":"RU","type":"education","lineage":["https://openalex.org/I188973947"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Evgeniy Pavlovskiy","raw_affiliation_strings":["Novosibirsk State University, Pirogova St. 2, Novosibirsk, 630090, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6976-1885","affiliations":[{"raw_affiliation_string":"Novosibirsk State University, Pirogova St. 2, Novosibirsk, 630090, Russia","institution_ids":["https://openalex.org/I188973947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069426506"],"corresponding_institution_ids":["https://openalex.org/I4210106118"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19897959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9995999932289124,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9993000030517578,"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":0.825863242149353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6892951726913452},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4890821576118469},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.45779258012771606},{"id":"https://openalex.org/keywords/seismic-inversion","display_name":"Seismic inversion","score":0.423210084438324},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37947314977645874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3772348165512085},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.320218563079834},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.28739792108535767},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.09252679347991943}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.825863242149353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6892951726913452},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4890821576118469},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.45779258012771606},{"id":"https://openalex.org/C39267094","wikidata":"https://www.wikidata.org/wiki/Q7446968","display_name":"Seismic inversion","level":3,"score":0.423210084438324},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37947314977645874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3772348165512085},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.320218563079834},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.28739792108535767},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.09252679347991943},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36808-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36808-0_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1480741322","https://openalex.org/W1901129140","https://openalex.org/W2045876766","https://openalex.org/W2074650791","https://openalex.org/W2163505942","https://openalex.org/W2273801783","https://openalex.org/W2410976161","https://openalex.org/W2591128170","https://openalex.org/W3033993578","https://openalex.org/W4200107397"],"related_works":["https://openalex.org/W2027690137","https://openalex.org/W2394411732","https://openalex.org/W2349368632","https://openalex.org/W4378230661","https://openalex.org/W3031506151","https://openalex.org/W2077263083","https://openalex.org/W2374132258","https://openalex.org/W2356317760","https://openalex.org/W2351412542","https://openalex.org/W2943397648"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}