{"id":"https://openalex.org/W4401545115","doi":"https://doi.org/10.15530/urtec-2024-4044244","title":"A Comparative Analysis of Machine Learning Techniques for Geothermal Wells\u2019 Drilling Rate of Penetration (ROP) Prediction","display_name":"A Comparative Analysis of Machine Learning Techniques for Geothermal Wells\u2019 Drilling Rate of Penetration (ROP) Prediction","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401545115","doi":"https://doi.org/10.15530/urtec-2024-4044244"},"language":"en","primary_location":{"id":"doi:10.15530/urtec-2024-4044244","doi":"https://doi.org/10.15530/urtec-2024-4044244","is_oa":false,"landing_page_url":"https://doi.org/10.15530/urtec-2024-4044244","pdf_url":null,"source":{"id":"https://openalex.org/S4306523920","display_name":"Unconventional Resources Technology Conference (URTeC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Unconventional Resources Technology Conference","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5093779392","display_name":"Hossam Ebaid","orcid":"https://orcid.org/0009-0007-9350-2577","observed_orcids":["https://orcid.org/0009-0007-9350-2577"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hossam Ebaid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078814286","display_name":"Esuru Rita Okoroafor","orcid":"https://orcid.org/0000-0002-5887-8508","observed_orcids":["https://orcid.org/0000-0002-5887-8508"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Esuru Rita Okoroafor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023185089","display_name":"Nathan C. Meehan","orcid":"https://orcid.org/0000-0003-4045-4405","observed_orcids":["https://orcid.org/0000-0003-4045-4405"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nathan Meehan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082302624","display_name":"Taha Yehia","orcid":"https://orcid.org/0000-0001-5489-6701","observed_orcids":["https://orcid.org/0000-0001-5489-6701"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taha Yehia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5071076348","display_name":"Moamen Gasser","orcid":"https://orcid.org/0000-0002-5588-4662","observed_orcids":["https://orcid.org/0000-0002-5588-4662"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moamen Gasser","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3151,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83832691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.8374000191688538,"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/T10892","display_name":"Drilling and Well Engineering","score":0.8374000191688538,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.1492999941110611,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10188","display_name":"Advanced machining processes and optimization","score":0.0017000000225380063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rate-of-penetration-prediction","display_name":"rate of penetration prediction","score":0.7889999747276306},{"id":"https://openalex.org/keywords/geothermal-wells","display_name":"geothermal wells","score":0.9750000238418579},{"id":"https://openalex.org/keywords/machine-learning-comparison","display_name":"machine learning comparison","score":0.652999997138977},{"id":"https://openalex.org/keywords/drilling-rate-prediction","display_name":"drilling rate prediction","score":0.5989999771118164},{"id":"https://openalex.org/keywords/geothermal-drilling","display_name":"geothermal drilling","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C111766609","wikidata":"https://www.wikidata.org/wiki/Q636340","display_name":"Geothermal gradient","level":2,"score":0.7196826934814453},{"id":"https://openalex.org/C2776497017","wikidata":"https://www.wikidata.org/wiki/Q7295539","display_name":"Rate of penetration","level":3,"score":0.6672757863998413},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.6214881539344788},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.5671098828315735},{"id":"https://openalex.org/C2993265231","wikidata":"https://www.wikidata.org/wiki/Q16863864","display_name":"Penetration rate","level":2,"score":0.5003507137298584},{"id":"https://openalex.org/C80107235","wikidata":"https://www.wikidata.org/wiki/Q7162625","display_name":"Penetration (warfare)","level":2,"score":0.45788705348968506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40031111240386963},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.32393962144851685},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.23909908533096313},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19345015287399292},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.11073434352874756},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.08348113298416138}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15530/urtec-2024-4044244","doi":"https://doi.org/10.15530/urtec-2024-4044244","is_oa":false,"landing_page_url":"https://doi.org/10.15530/urtec-2024-4044244","pdf_url":null,"source":{"id":"https://openalex.org/S4306523920","display_name":"Unconventional Resources Technology Conference (URTeC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Unconventional Resources Technology Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4282840164","https://openalex.org/W7156080808","https://openalex.org/W4409843791","https://openalex.org/W7081935672","https://openalex.org/W2966197939","https://openalex.org/W3045295910","https://openalex.org/W3192247498","https://openalex.org/W3165434138","https://openalex.org/W4414870957","https://openalex.org/W7171971743"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-08-14T00:00:00"}
