{"id":"https://openalex.org/W4405654107","doi":"https://doi.org/10.1007/s12145-024-01641-8","title":"Enhancing breakout identification in geomechanical modeling: using fullset logs with machine learning in carbonate reservoirs","display_name":"Enhancing breakout identification in geomechanical modeling: using fullset logs with machine learning in carbonate reservoirs","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4405654107","doi":"https://doi.org/10.1007/s12145-024-01641-8"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01641-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01641-8","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/A5006739656","display_name":"Mohammad Ali Davari","orcid":null},"institutions":[{"id":"https://openalex.org/I69425150","display_name":"Imam Khomeini International University","ror":"https://ror.org/02jeykk09","country_code":"IR","type":"education","lineage":["https://openalex.org/I69425150"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Ali Davari","raw_affiliation_strings":["Department of Petroleum Engineering, Imam Khomeini International University (IKIU), Qazvin, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Petroleum Engineering, Imam Khomeini International University (IKIU), Qazvin, Iran","institution_ids":["https://openalex.org/I69425150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024379167","display_name":"Mohsen Ezati","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohsen Ezati","raw_affiliation_strings":["Pasargad Exploration and Production Company (PEPC), Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pasargad Exploration and Production Company (PEPC), Tehran, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082631555","display_name":"Farshad Jafarizadeh","orcid":"https://orcid.org/0000-0002-2992-2928"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farshad Jafarizadeh","raw_affiliation_strings":["Department of Petroleum Engineering, Amirkabir University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Petroleum Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031224044","display_name":"M. H. Motamedi","orcid":null},"institutions":[{"id":"https://openalex.org/I61893789","display_name":"TU Bergakademie Freiberg","ror":"https://ror.org/031vc2293","country_code":"DE","type":"education","lineage":["https://openalex.org/I61893789"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohammadhossein Motamedi","raw_affiliation_strings":["Faculty of Geosciences, Geoengineering and Mining, Technische Universit\u00e4t Bergakademie Freiberg, Freiberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Geosciences, Geoengineering and Mining, Technische Universit\u00e4t Bergakademie Freiberg, Freiberg, Germany","institution_ids":["https://openalex.org/I61893789"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006739656"],"corresponding_institution_ids":["https://openalex.org/I69425150"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":0.409,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53016858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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/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/T10892","display_name":"Drilling and Well Engineering","score":0.9990000128746033,"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/breakout","display_name":"Breakout","score":0.8246442079544067},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5666303038597107},{"id":"https://openalex.org/keywords/petrophysics","display_name":"Petrophysics","score":0.5307127237319946},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49625498056411743},{"id":"https://openalex.org/keywords/well-logging","display_name":"Well logging","score":0.46627262234687805},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4292852282524109},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.420762300491333},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.41785040497779846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39389491081237793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30458924174308777},{"id":"https://openalex.org/keywords/porosity","display_name":"Porosity","score":0.28095436096191406},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.27670717239379883}],"concepts":[{"id":"https://openalex.org/C2778091849","wikidata":"https://www.wikidata.org/wiki/Q4959649","display_name":"Breakout","level":2,"score":0.8246442079544067},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5666303038597107},{"id":"https://openalex.org/C46293882","wikidata":"https://www.wikidata.org/wiki/Q2080707","display_name":"Petrophysics","level":3,"score":0.5307127237319946},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49625498056411743},{"id":"https://openalex.org/C35817400","wikidata":"https://www.wikidata.org/wiki/Q2383566","display_name":"Well logging","level":2,"score":0.46627262234687805},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4292852282524109},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.420762300491333},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.41785040497779846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39389491081237793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30458924174308777},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.28095436096191406},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.27670717239379883},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/s12145-024-01641-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01641-8","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1472067","https://openalex.org/W1964522086","https://openalex.org/W1968763486","https://openalex.org/W1977652520","https://openalex.org/W1987656141","https://openalex.org/W1997271048","https://openalex.org/W2028696866","https://openalex.org/W2042744947","https://openalex.org/W2078257268","https://openalex.org/W2102114010","https://openalex.org/W2130149913","https://openalex.org/W2147501385","https://openalex.org/W2340950140","https://openalex.org/W2626176756","https://openalex.org/W2792108438","https://openalex.org/W2897229585","https://openalex.org/W2911964244","https://openalex.org/W2979950223","https://openalex.org/W2981824359","https://openalex.org/W3007266227","https://openalex.org/W3021134745","https://openalex.org/W3028144492","https://openalex.org/W3109662912","https://openalex.org/W3137985967","https://openalex.org/W3157710750","https://openalex.org/W3171350649","https://openalex.org/W3175138361","https://openalex.org/W3177702355","https://openalex.org/W3187885290","https://openalex.org/W4212864484","https://openalex.org/W4224912639","https://openalex.org/W4242247376","https://openalex.org/W4297957988","https://openalex.org/W4308841970","https://openalex.org/W4362472999","https://openalex.org/W4381094539","https://openalex.org/W4388658073","https://openalex.org/W4388949023","https://openalex.org/W4389429173","https://openalex.org/W4394831284","https://openalex.org/W4402922245"],"related_works":["https://openalex.org/W3154509160","https://openalex.org/W336850079","https://openalex.org/W2016243249","https://openalex.org/W4225150602","https://openalex.org/W2945197122","https://openalex.org/W2957227586","https://openalex.org/W1999952626","https://openalex.org/W2944292463","https://openalex.org/W3014252901","https://openalex.org/W1502302752"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}