{"id":"https://openalex.org/W2982014245","doi":"https://doi.org/10.1016/j.jngse.2019.103038","title":"Polynomial and nonparametric regressions for efficient predictive proxy metamodeling: Application through the CO2-EOR in shale oil reservoirs","display_name":"Polynomial and nonparametric regressions for efficient predictive proxy metamodeling: Application through the CO2-EOR in shale oil reservoirs","publication_year":2019,"publication_date":"2019-10-25","ids":{"openalex":"https://openalex.org/W2982014245","doi":"https://doi.org/10.1016/j.jngse.2019.103038","mag":"2982014245"},"language":"en","primary_location":{"id":"doi:10.1016/j.jngse.2019.103038","doi":"https://doi.org/10.1016/j.jngse.2019.103038","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jngse.2019.103038","pdf_url":null,"source":{"id":"https://openalex.org/S125705681","display_name":"Journal of Natural Gas Science and Engineering","issn_l":"1875-5100","issn":["1875-5100","2212-3865"],"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 Natural Gas Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5027047123","display_name":"Watheq J. Al\u2010Mudhafar","orcid":"https://orcid.org/0000-0002-5327-8300","observed_orcids":["https://orcid.org/0000-0002-5327-8300"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Watheq J. Al-Mudhafar","raw_affiliation_strings":["Basrah Oil Company, Basrah, 61001, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Basrah Oil Company, Basrah, 61001, Iraq","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5027047123"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":1.5099,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.78952108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"103038","last_page":"103038"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9375,"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":0.9375,"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/T10491","display_name":"Enhanced Oil Recovery Techniques","score":0.044199999421834946,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.004800000227987766,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/co2-enhanced-oil-recovery","display_name":"CO2 enhanced oil recovery","score":0.9380000233650208},{"id":"https://openalex.org/keywords/shale-oil-reservoirs","display_name":"shale oil reservoirs","score":0.9950000047683716},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"polynomial regression","score":0.6759999990463257},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"multivariate adaptive regression splines","score":0.9229999780654907},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9929999709129333},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9589999914169312},{"id":"https://openalex.org/keywords/reservoir-simulation","display_name":"reservoir simulation","score":0.6380000114440918},{"id":"https://openalex.org/keywords/production-optimization","display_name":"production optimization","score":0.7620000243186951},{"id":"https://openalex.org/keywords/water-cut","display_name":"water cut","score":0.5649999976158142},{"id":"https://openalex.org/keywords/bottom-hole-pressure","display_name":"bottomhole pressure","score":0.8989999890327454}],"concepts":[{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.6333457827568054},{"id":"https://openalex.org/C2778668878","wikidata":"https://www.wikidata.org/wiki/Q6380338","display_name":"Reservoir simulation","level":2,"score":0.5996735692024231},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.5983589291572571},{"id":"https://openalex.org/C153127940","wikidata":"https://www.wikidata.org/wiki/Q221378","display_name":"Oil shale","level":2,"score":0.5019991397857666},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.48963600397109985},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4878123104572296},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.4412408173084259},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4299760162830353},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41433730721473694},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4061526358127594},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37316372990608215},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32828250527381897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29140666127204895},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2875775098800659},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2643776535987854},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16147050261497498},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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":1,"locations":[{"id":"doi:10.1016/j.jngse.2019.103038","doi":"https://doi.org/10.1016/j.jngse.2019.103038","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jngse.2019.103038","pdf_url":null,"source":{"id":"https://openalex.org/S125705681","display_name":"Journal of Natural Gas Science and Engineering","issn_l":"1875-5100","issn":["1875-5100","2212-3865"],"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 Natural Gas Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310395","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W656503935","https://openalex.org/W798233383","https://openalex.org/W844912424","https://openalex.org/W845456520","https://openalex.org/W1481829876","https://openalex.org/W1554944419","https://openalex.org/W1576426930","https://openalex.org/W1577668191","https://openalex.org/W1758335885","https://openalex.org/W1963671492","https://openalex.org/W1966445734","https://openalex.org/W1966638383","https://openalex.org/W1967220039","https://openalex.org/W1988984241","https://openalex.org/W1991552915","https://openalex.org/W2002933999","https://openalex.org/W2014592715","https://openalex.org/W2015115992","https://openalex.org/W2021031493","https://openalex.org/W2022865771","https://openalex.org/W2023840662","https://openalex.org/W2028245067","https://openalex.org/W2032411249","https://openalex.org/W2038368550","https://openalex.org/W2048956112","https://openalex.org/W2052319596","https://openalex.org/W2053246926","https://openalex.org/W2054370010","https://openalex.org/W2057153042","https://openalex.org/W2064249102","https://openalex.org/W2072261063","https://openalex.org/W2075868857","https://openalex.org/W2076996366","https://openalex.org/W2084184438","https://openalex.org/W2084442138","https://openalex.org/W2085228431","https://openalex.org/W2086560643","https://openalex.org/W2087623443","https://openalex.org/W2090236792","https://openalex.org/W2092413770","https://openalex.org/W2093979600","https://openalex.org/W2102201073","https://openalex.org/W2109364787","https://openalex.org/W2111522033","https://openalex.org/W2127757087","https://openalex.org/W2141316394","https://openalex.org/W2155420862","https://openalex.org/W2171033594","https://openalex.org/W2171153116","https://openalex.org/W2188782786","https://openalex.org/W2204598605","https://openalex.org/W2257097768","https://openalex.org/W2278229673","https://openalex.org/W2286433507","https://openalex.org/W2306862514","https://openalex.org/W2310469258","https://openalex.org/W2320939448","https://openalex.org/W2327527021","https://openalex.org/W2331199243","https://openalex.org/W2344946253","https://openalex.org/W2508531998","https://openalex.org/W2510701056","https://openalex.org/W2520435945","https://openalex.org/W2536649150","https://openalex.org/W2586783187","https://openalex.org/W2589839874","https://openalex.org/W2594623580","https://openalex.org/W2604458338","https://openalex.org/W2618546597","https://openalex.org/W2682299854","https://openalex.org/W2762598903","https://openalex.org/W2780363325","https://openalex.org/W2785738951","https://openalex.org/W2793547514","https://openalex.org/W2808027051","https://openalex.org/W2903521537","https://openalex.org/W2969415153","https://openalex.org/W2969677483","https://openalex.org/W4233852853","https://openalex.org/W6647742081","https://openalex.org/W6654127224","https://openalex.org/W6662931561","https://openalex.org/W6671482060","https://openalex.org/W6676835295","https://openalex.org/W6698436630","https://openalex.org/W6704815609","https://openalex.org/W6745256312"],"related_works":["https://openalex.org/W2611140180","https://openalex.org/W4291899647","https://openalex.org/W3157948525","https://openalex.org/W4362676276","https://openalex.org/W4410570057","https://openalex.org/W7033211270","https://openalex.org/W2085254162","https://openalex.org/W4400058907","https://openalex.org/W611342213","https://openalex.org/W2939372867"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-11-01T00:00:00"}