{"id":"https://openalex.org/W4403424437","doi":"https://doi.org/10.1007/s10489-024-05829-9","title":"Interpretable fracturing optimization of shale oil reservoir production based on causal inference","display_name":"Interpretable fracturing optimization of shale oil reservoir production based on causal inference","publication_year":2024,"publication_date":"2024-10-15","ids":{"openalex":"https://openalex.org/W4403424437","doi":"https://doi.org/10.1007/s10489-024-05829-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05829-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05829-9","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5103138624","display_name":"Huohai Yang","orcid":"https://orcid.org/0009-0009-6330-2827"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huohai Yang","raw_affiliation_strings":["Southwest Petroleum University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Petroleum University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421284","display_name":"Yi Li","orcid":"https://orcid.org/0000-0001-6286-9340"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Li","raw_affiliation_strings":["Southwest Petroleum University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Petroleum University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101481797","display_name":"Chao Min","orcid":"https://orcid.org/0000-0003-1245-8142"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Min","raw_affiliation_strings":["Southwest Petroleum University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Petroleum University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Yue","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Yue","raw_affiliation_strings":["Northwest Sichuan Gas District of Southwest Oil and Gasfield Company, Jiangyou, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Sichuan Gas District of Southwest Oil and Gasfield Company, Jiangyou, Sichuan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111909393","display_name":"Fuwei Li","orcid":"https://orcid.org/0000-0003-2895-1185"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuwei Li","raw_affiliation_strings":["Southwest Petroleum University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Petroleum University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062535747","display_name":"Renze Li","orcid":null},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renze Li","raw_affiliation_strings":["Southwest Petroleum University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Petroleum University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109686448","display_name":"X. Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I106994412","display_name":"Sinopec (China)","ror":"https://ror.org/0161q6d74","country_code":"CN","type":"company","lineage":["https://openalex.org/I106994412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangshu Chu","raw_affiliation_strings":["Sinopec Shengli Oilfield Hekou Oil Production Plant, Dongying, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinopec Shengli Oilfield Hekou Oil Production Plant, Dongying, China","institution_ids":["https://openalex.org/I106994412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5109686448"],"corresponding_institution_ids":["https://openalex.org/I106994412"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.8626,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69338019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"54","issue":"24","first_page":"13001","last_page":"13017"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9977999925613403,"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":0.9973000288009644,"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/T10892","display_name":"Drilling and Well Engineering","score":0.9886000156402588,"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/computer-science","display_name":"Computer science","score":0.7039347887039185},{"id":"https://openalex.org/keywords/oil-shale","display_name":"Oil shale","score":0.6904044151306152},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.6707137823104858},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6106832027435303},{"id":"https://openalex.org/keywords/tight-oil","display_name":"Tight oil","score":0.5853596925735474},{"id":"https://openalex.org/keywords/oil-production","display_name":"Oil production","score":0.5320324301719666},{"id":"https://openalex.org/keywords/shale-oil","display_name":"Shale oil","score":0.4973480999469757},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4924362599849701},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.47417986392974854},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.42212122678756714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2639840841293335},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.11262238025665283},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.07564407587051392},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.052306801080703735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7039347887039185},{"id":"https://openalex.org/C153127940","wikidata":"https://www.wikidata.org/wiki/Q221378","display_name":"Oil shale","level":2,"score":0.6904044151306152},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.6707137823104858},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6106832027435303},{"id":"https://openalex.org/C78641617","wikidata":"https://www.wikidata.org/wiki/Q45734","display_name":"Tight oil","level":3,"score":0.5853596925735474},{"id":"https://openalex.org/C2984309096","wikidata":"https://www.wikidata.org/wiki/Q1349660","display_name":"Oil production","level":2,"score":0.5320324301719666},{"id":"https://openalex.org/C95950515","wikidata":"https://www.wikidata.org/wiki/Q3081242","display_name":"Shale oil","level":3,"score":0.4973480999469757},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4924362599849701},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.47417986392974854},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.42212122678756714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2639840841293335},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.11262238025665283},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.07564407587051392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.052306801080703735},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05829-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05829-9","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2903269036","https://openalex.org/W2999861908","https://openalex.org/W3132689683","https://openalex.org/W3139206145","https://openalex.org/W3171350649","https://openalex.org/W3186411536","https://openalex.org/W3193587938","https://openalex.org/W3194536220","https://openalex.org/W4205793329","https://openalex.org/W4206006017","https://openalex.org/W4206906719","https://openalex.org/W4281610962","https://openalex.org/W4281839941","https://openalex.org/W4288885873","https://openalex.org/W4309628228","https://openalex.org/W4312204569","https://openalex.org/W4316038746","https://openalex.org/W4318696300","https://openalex.org/W4365451566","https://openalex.org/W4368339525","https://openalex.org/W4377263797","https://openalex.org/W4378979267","https://openalex.org/W4379514686","https://openalex.org/W4382681112","https://openalex.org/W4385201090","https://openalex.org/W4385737383","https://openalex.org/W4385841574","https://openalex.org/W4386807752","https://openalex.org/W4387117042","https://openalex.org/W4387204667","https://openalex.org/W4387783969","https://openalex.org/W4388819525","https://openalex.org/W4389308036","https://openalex.org/W4391953006","https://openalex.org/W4392119277","https://openalex.org/W4392543702","https://openalex.org/W4393167238","https://openalex.org/W4399557468","https://openalex.org/W4399888484"],"related_works":["https://openalex.org/W4385396229","https://openalex.org/W4206793658","https://openalex.org/W4366425605","https://openalex.org/W4234511920","https://openalex.org/W4319960934","https://openalex.org/W265520908","https://openalex.org/W112666712","https://openalex.org/W2380030072","https://openalex.org/W2969899182","https://openalex.org/W102143327"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
