{"id":"https://openalex.org/W4396741910","doi":"https://doi.org/10.1007/s00521-024-09821-9","title":"Novel robust Elman neural network-based predictive models for bubble point oil formation volume factor and solution gas\u2013oil ratio using experimental data","display_name":"Novel robust Elman neural network-based predictive models for bubble point oil formation volume factor and solution gas\u2013oil ratio using experimental data","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396741910","doi":"https://doi.org/10.1007/s00521-024-09821-9"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09821-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09821-9","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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":null,"display_name":"Kamiab Kahzadvand","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kamiab Kahzadvand","raw_affiliation_strings":["Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tehran, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111022022","display_name":"Maryam Mahmoudi Kouhi","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Maryam Mahmoudi Kouhi","raw_affiliation_strings":["Petroleum Engineering Program, School of Mining and Geosciences, Nazarbayev University, 010000, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petroleum Engineering Program, School of Mining and Geosciences, Nazarbayev University, 010000, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051922970","display_name":"Mehdi Ghasemi","orcid":"https://orcid.org/0000-0002-1384-9826"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Mehdi Ghasemi","raw_affiliation_strings":["Petroleum Engineering Program, School of Mining and Geosciences, Nazarbayev University, 010000, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petroleum Engineering Program, School of Mining and Geosciences, Nazarbayev University, 010000, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005395572","display_name":"Ali Shafiei","orcid":"https://orcid.org/0000-0002-7740-9109"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Ali Shafiei","raw_affiliation_strings":["Petroleum Engineering Program, School of Mining and Geosciences, Nazarbayev University, 010000, Astana, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-7740-9109","affiliations":[{"raw_affiliation_string":"Petroleum Engineering Program, School of Mining and Geosciences, Nazarbayev University, 010000, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005395572"],"corresponding_institution_ids":["https://openalex.org/I60559429"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.8373,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82260351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"36","issue":"23","first_page":"14503","last_page":"14526"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10491","display_name":"Enhanced Oil Recovery Techniques","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10491","display_name":"Enhanced Oil Recovery Techniques","score":0.9976999759674072,"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/T10864","display_name":"Fluid Dynamics and Mixing","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11630","display_name":"Petroleum Processing and Analysis","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bubble","display_name":"Bubble","score":0.6820377111434937},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6813015937805176},{"id":"https://openalex.org/keywords/bubble-point","display_name":"Bubble point","score":0.6718630194664001},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.651324987411499},{"id":"https://openalex.org/keywords/gas-oil-ratio","display_name":"Gas oil ratio","score":0.449973464012146},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.43903180956840515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30689817667007446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29207268357276917},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.24993091821670532},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.24353843927383423},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21194452047348022},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14064297080039978}],"concepts":[{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.6820377111434937},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6813015937805176},{"id":"https://openalex.org/C46262669","wikidata":"https://www.wikidata.org/wiki/Q1991828","display_name":"Bubble point","level":3,"score":0.6718630194664001},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.651324987411499},{"id":"https://openalex.org/C2631668","wikidata":"https://www.wikidata.org/wiki/Q5526358","display_name":"Gas oil ratio","level":2,"score":0.449973464012146},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.43903180956840515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30689817667007446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29207268357276917},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.24993091821670532},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.24353843927383423},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21194452047348022},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14064297080039978}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-024-09821-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09821-9","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:nur.nu.edu.kz:123456789/13910","is_oa":false,"landing_page_url":"https://nur.nu.edu.kz/handle/123456789/13910","pdf_url":null,"source":{"id":"https://openalex.org/S4377196417","display_name":"Nazarbayev University Repository (Nazarbayev University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60559429","host_organization_name":"Nazarbayev University","host_organization_lineage":["https://openalex.org/I60559429"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computing and Applications 36(23):14503-14526","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3809110701","display_name":null,"funder_award_id":"091019CRP2103","funder_id":"https://openalex.org/F4320327695","funder_display_name":"Nazarbayev University"}],"funders":[{"id":"https://openalex.org/F4320327695","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W292670108","https://openalex.org/W1480102187","https://openalex.org/W1969880976","https://openalex.org/W1978100847","https://openalex.org/W1980036165","https://openalex.org/W1984863600","https://openalex.org/W1995296420","https://openalex.org/W1998811171","https://openalex.org/W2005672855","https://openalex.org/W2010542857","https://openalex.org/W2015675937","https://openalex.org/W2030839395","https://openalex.org/W2033308452","https://openalex.org/W2042651923","https://openalex.org/W2044748899","https://openalex.org/W2045469795","https://openalex.org/W2055571659","https://openalex.org/W2076843176","https://openalex.org/W2079493731","https://openalex.org/W2086115842","https://openalex.org/W2087814009","https://openalex.org/W2093569474","https://openalex.org/W2107748757","https://openalex.org/W2130928244","https://openalex.org/W2151205149","https://openalex.org/W2154422813","https://openalex.org/W2219656907","https://openalex.org/W2233592503","https://openalex.org/W2283837843","https://openalex.org/W2316949790","https://openalex.org/W2345397691","https://openalex.org/W2562328347","https://openalex.org/W2790206624","https://openalex.org/W2903853321","https://openalex.org/W2907985188","https://openalex.org/W2970320292","https://openalex.org/W2978859412","https://openalex.org/W3008542883","https://openalex.org/W3038550217","https://openalex.org/W3087888373","https://openalex.org/W3089614882","https://openalex.org/W3109655413","https://openalex.org/W3121500821","https://openalex.org/W3122787295","https://openalex.org/W3133680641","https://openalex.org/W3180515657","https://openalex.org/W3195637626","https://openalex.org/W4234180035","https://openalex.org/W4235998092","https://openalex.org/W4237008106","https://openalex.org/W4245330570","https://openalex.org/W4245942599","https://openalex.org/W4253947497","https://openalex.org/W4254683938","https://openalex.org/W4280529999","https://openalex.org/W4281398736","https://openalex.org/W4283215740","https://openalex.org/W4291247450","https://openalex.org/W4295910830","https://openalex.org/W4296905909","https://openalex.org/W4297229409","https://openalex.org/W4317693737","https://openalex.org/W4361801129","https://openalex.org/W4385692430"],"related_works":["https://openalex.org/W1967183477","https://openalex.org/W4242982329","https://openalex.org/W2973700309","https://openalex.org/W1963912685","https://openalex.org/W4379525223","https://openalex.org/W3210781332","https://openalex.org/W2052627534","https://openalex.org/W2470034308","https://openalex.org/W2000959334","https://openalex.org/W2497998471"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2024-05-09T00:00:00"}