{"id":"https://openalex.org/W4405674648","doi":"https://doi.org/10.1007/s12145-024-01593-z","title":"Improved model development and feature ranking for rock permeability prediction by coupling petrophysical log data and ensemble machine learning techniques","display_name":"Improved model development and feature ranking for rock permeability prediction by coupling petrophysical log data and ensemble machine learning techniques","publication_year":2024,"publication_date":"2024-12-21","ids":{"openalex":"https://openalex.org/W4405674648","doi":"https://doi.org/10.1007/s12145-024-01593-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01593-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01593-z","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","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/A5080448620","display_name":"Mohammad Islam Miah","orcid":"https://orcid.org/0000-0001-9785-494X"},"institutions":[{"id":"https://openalex.org/I102782458","display_name":"Chittagong University of Engineering & Technology","ror":"https://ror.org/052qsay17","country_code":"BD","type":"education","lineage":["https://openalex.org/I102782458"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Mohammad Islam Miah","raw_affiliation_strings":["Department of Petroleum and Mining Engineering, Chittagong University of Engineering & Technology, Chittagong, 4349, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Petroleum and Mining Engineering, Chittagong University of Engineering & Technology, Chittagong, 4349, Bangladesh","institution_ids":["https://openalex.org/I102782458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076740941","display_name":"Mohammed Adnan Noor Abir","orcid":"https://orcid.org/0000-0002-9964-2024"},"institutions":[{"id":"https://openalex.org/I102782458","display_name":"Chittagong University of Engineering & Technology","ror":"https://ror.org/052qsay17","country_code":"BD","type":"education","lineage":["https://openalex.org/I102782458"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammed Adnan Noor Abir","raw_affiliation_strings":["Department of Petroleum and Mining Engineering, Chittagong University of Engineering & Technology, Chittagong, 4349, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Petroleum and Mining Engineering, Chittagong University of Engineering & Technology, Chittagong, 4349, Bangladesh","institution_ids":["https://openalex.org/I102782458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092950797","display_name":"Md. Ashiqul Islam Shuvo","orcid":"https://orcid.org/0000-0002-7406-0941"},"institutions":[{"id":"https://openalex.org/I102782458","display_name":"Chittagong University of Engineering & Technology","ror":"https://ror.org/052qsay17","country_code":"BD","type":"education","lineage":["https://openalex.org/I102782458"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Ashiqul Islam Shuvo","raw_affiliation_strings":["Department of Petroleum and Mining Engineering, Chittagong University of Engineering & Technology, Chittagong, 4349, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Petroleum and Mining Engineering, Chittagong University of Engineering & Technology, Chittagong, 4349, Bangladesh","institution_ids":["https://openalex.org/I102782458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5080448620"],"corresponding_institution_ids":["https://openalex.org/I102782458"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":2.0721,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86583606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9988999962806702,"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/T12603","display_name":"NMR spectroscopy and applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/petrophysics","display_name":"Petrophysics","score":0.8794913291931152},{"id":"https://openalex.org/keywords/reservoir-modeling","display_name":"Reservoir modeling","score":0.6647294759750366},{"id":"https://openalex.org/keywords/permeability","display_name":"Permeability (electromagnetism)","score":0.576233446598053},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.5148493647575378},{"id":"https://openalex.org/keywords/petroleum-reservoir","display_name":"Petroleum reservoir","score":0.4497763514518738},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.44051721692085266},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4320404529571533},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4165002107620239},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3921979069709778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3607241213321686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3257303833961487},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.3186108469963074},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.2955642342567444},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.20617371797561646},{"id":"https://openalex.org/keywords/porosity","display_name":"Porosity","score":0.1333213746547699}],"concepts":[{"id":"https://openalex.org/C46293882","wikidata":"https://www.wikidata.org/wiki/Q2080707","display_name":"Petrophysics","level":3,"score":0.8794913291931152},{"id":"https://openalex.org/C14641988","wikidata":"https://www.wikidata.org/wiki/Q7315329","display_name":"Reservoir modeling","level":2,"score":0.6647294759750366},{"id":"https://openalex.org/C120882062","wikidata":"https://www.wikidata.org/wiki/Q28352","display_name":"Permeability (electromagnetism)","level":3,"score":0.576233446598053},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5148493647575378},{"id":"https://openalex.org/C113215200","wikidata":"https://www.wikidata.org/wiki/Q1845437","display_name":"Petroleum reservoir","level":2,"score":0.4497763514518738},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44051721692085266},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4320404529571533},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4165002107620239},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3921979069709778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3607241213321686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3257303833961487},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.3186108469963074},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.2955642342567444},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.20617371797561646},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.1333213746547699},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01593-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01593-z","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W145223902","https://openalex.org/W1596717185","https://openalex.org/W1678356000","https://openalex.org/W1930624869","https://openalex.org/W1973412776","https://openalex.org/W1998898643","https://openalex.org/W2006608262","https://openalex.org/W2012960492","https://openalex.org/W2051388174","https://openalex.org/W2066841020","https://openalex.org/W2105311785","https://openalex.org/W2326553758","https://openalex.org/W2565013942","https://openalex.org/W2762044051","https://openalex.org/W2807838313","https://openalex.org/W2979315628","https://openalex.org/W2981835090","https://openalex.org/W3016919356","https://openalex.org/W3047993641","https://openalex.org/W3096679580","https://openalex.org/W3112796482","https://openalex.org/W3155891128","https://openalex.org/W3190170753","https://openalex.org/W3196967845","https://openalex.org/W3198824468","https://openalex.org/W3202687247","https://openalex.org/W4200046122","https://openalex.org/W4200073105","https://openalex.org/W4221125746","https://openalex.org/W4304890702","https://openalex.org/W4313829892","https://openalex.org/W4381094539","https://openalex.org/W4384928678","https://openalex.org/W4387234588","https://openalex.org/W4388820170","https://openalex.org/W4389640754","https://openalex.org/W4391842145","https://openalex.org/W4391952334","https://openalex.org/W4393194268","https://openalex.org/W4402191188"],"related_works":["https://openalex.org/W3034640112","https://openalex.org/W1850913539","https://openalex.org/W2601506887","https://openalex.org/W2803518343","https://openalex.org/W2964318476","https://openalex.org/W3035681571","https://openalex.org/W2390417528","https://openalex.org/W2094093944","https://openalex.org/W4289755838","https://openalex.org/W2107465851"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}