{"id":"https://openalex.org/W2909629248","doi":"https://doi.org/10.1016/j.petrol.2019.106513","title":"Deep neural networks predicting oil movement in a development unit","display_name":"Deep neural networks predicting oil movement in a development unit","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2909629248","doi":"https://doi.org/10.1016/j.petrol.2019.106513","mag":"2909629248"},"language":"en","primary_location":{"id":"doi:10.1016/j.petrol.2019.106513","doi":"https://doi.org/10.1016/j.petrol.2019.106513","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.petrol.2019.106513","pdf_url":null,"source":{"id":"https://openalex.org/S19016632","display_name":"Journal of Petroleum Science and Engineering","issn_l":"0920-4105","issn":["0920-4105","1873-4715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1901.02549","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026866342","display_name":"Pavel Temirchev","orcid":"https://orcid.org/0000-0001-7398-7692","observed_orcids":["https://orcid.org/0000-0001-7398-7692"]},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"P. Temirchev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109438116","display_name":"Maxim Simonov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I115182109","display_name":"Gazprom (Russia)","ror":"https://ror.org/05tywyy79","country_code":"RU","type":"company","lineage":["https://openalex.org/I115182109"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"M. Simonov","raw_affiliation_strings":["Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia","institution_ids":["https://openalex.org/I115182109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075361913","display_name":"Ruslan Kostoev","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"R. Kostoev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088950452","display_name":"Evgeny Vladimirovich Burnaev","orcid":"https://orcid.org/0000-0001-8424-0690","observed_orcids":["https://orcid.org/0000-0001-8424-0690"]},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"E. Burnaev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004111307","display_name":"Ivan Valer'evich Oseledets","orcid":"https://orcid.org/0000-0003-2071-2163","observed_orcids":["https://orcid.org/0000-0003-2071-2163"]},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"I. Oseledets","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055919931","display_name":"Alexey Akhmetov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I115182109","display_name":"Gazprom (Russia)","ror":"https://ror.org/05tywyy79","country_code":"RU","type":"company","lineage":["https://openalex.org/I115182109"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Akhmetov","raw_affiliation_strings":["Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia","institution_ids":["https://openalex.org/I115182109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115591871","display_name":"Andrey Margarit","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I115182109","display_name":"Gazprom (Russia)","ror":"https://ror.org/05tywyy79","country_code":"RU","type":"company","lineage":["https://openalex.org/I115182109"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Margarit","raw_affiliation_strings":["Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia","institution_ids":["https://openalex.org/I115182109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109518736","display_name":"Alexander Sitnikov","orcid":"https://orcid.org/0000-0003-3989-3144","observed_orcids":["https://orcid.org/0000-0003-3989-3144","https://orcid.org/0009-0006-1948-3817"]},"institutions":[{"id":"https://openalex.org/I115182109","display_name":"Gazprom (Russia)","ror":"https://ror.org/05tywyy79","country_code":"RU","type":"company","lineage":["https://openalex.org/I115182109"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Sitnikov","raw_affiliation_strings":["Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazpromneft Science and Technology Centre, 75-79 Liter D Moika River Emb., Saint Petersburg 190000, Russia","institution_ids":["https://openalex.org/I115182109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018473994","display_name":"Dmitry A. Koroteev","orcid":"https://orcid.org/0000-0002-5353-5688","observed_orcids":["https://orcid.org/0000-0002-5353-5688"]},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"D. Koroteev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Nobelya Ulitsa 3, Moscow 121205, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026866342"],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":{"value":3300,"currency":"USD","value_usd":3300},"apc_paid":null,"fwci":4.5873,"has_fulltext":true,"cited_by_count":78,"citation_normalized_percentile":{"value":0.95782781,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"184","issue":null,"first_page":"106513","last_page":"106513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10491","display_name":"Enhanced Oil Recovery Techniques","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reservoir-simulation","display_name":"reservoir simulation","score":0.5149999856948853},{"id":"https://openalex.org/keywords/multiphase-flow","display_name":"multiphase flow","score":0.8629999756813049},{"id":"https://openalex.org/keywords/variational-autoencoder","display_name":"variational autoencoder","score":0.8159999847412109},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.8420000076293945},{"id":"https://openalex.org/keywords/oil-field-development","display_name":"oil field development","score":0.5899999737739563}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7338334918022156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6499859690666199},{"id":"https://openalex.org/C2778668878","wikidata":"https://www.wikidata.org/wiki/Q6380338","display_name":"Reservoir simulation","level":2,"score":0.5903804898262024},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5525712966918945},{"id":"https://openalex.org/C90278072","wikidata":"https://www.wikidata.org/wiki/Q216320","display_name":"Fluid dynamics","level":2,"score":0.5340774059295654},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5285918712615967},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.5183926224708557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4570595622062683},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4428767263889313},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.44046550989151},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.4363919496536255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34525275230407715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3220841884613037},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3020703196525574},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21881327033042908},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1167115569114685},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.petrol.2019.106513","doi":"https://doi.org/10.1016/j.petrol.2019.106513","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.petrol.2019.106513","pdf_url":null,"source":{"id":"https://openalex.org/S19016632","display_name":"Journal of Petroleum Science and Engineering","issn_l":"0920-4105","issn":["0920-4105","1873-4715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1901.02549","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.02549","pdf_url":"https://arxiv.org/pdf/1901.02549","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2909629248","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1901.02549","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1901.02549","doi":"https://doi.org/10.48550/arxiv.1901.02549","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1901.02549","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1901.02549","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.02549","pdf_url":"https://arxiv.org/pdf/1901.02549","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2909629248.pdf","grobid_xml":"https://content.openalex.org/works/W2909629248.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W834081922","https://openalex.org/W1522301498","https://openalex.org/W1565476017","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1921523184","https://openalex.org/W1924770834","https://openalex.org/W1959608418","https://openalex.org/W2001994167","https://openalex.org/W2047591100","https://openalex.org/W2048760145","https://openalex.org/W2064675550","https://openalex.org/W2090378636","https://openalex.org/W2096379280","https://openalex.org/W2124962233","https://openalex.org/W2133642820","https://openalex.org/W2143474451","https://openalex.org/W2153281278","https://openalex.org/W2158726023","https://openalex.org/W2163605009","https://openalex.org/W2299003572","https://openalex.org/W2318158792","https://openalex.org/W2344614195","https://openalex.org/W2406593126","https://openalex.org/W2511079717","https://openalex.org/W2604868599","https://openalex.org/W2734882971","https://openalex.org/W2767167368","https://openalex.org/W2891075305","https://openalex.org/W2897063121","https://openalex.org/W2937446558","https://openalex.org/W2949117887","https://openalex.org/W2963430173","https://openalex.org/W2964121744","https://openalex.org/W3037932933","https://openalex.org/W4299935416"],"related_works":["https://openalex.org/W4388948278","https://openalex.org/W4410934346","https://openalex.org/W4399185715","https://openalex.org/W7127906754","https://openalex.org/W7128296527","https://openalex.org/W4392186282","https://openalex.org/W7211874713","https://openalex.org/W4378231100","https://openalex.org/W4296818372","https://openalex.org/W3201995624"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-01-25T00:00:00"}