{"id":"https://openalex.org/W4411028066","doi":"https://doi.org/10.1007/s12145-025-01937-3","title":"An automatic Lithofacies sample labeling method by integrating deep learning and Gaussian mixture model","display_name":"An automatic Lithofacies sample labeling method by integrating deep learning and Gaussian mixture model","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411028066","doi":"https://doi.org/10.1007/s12145-025-01937-3"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-025-01937-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-025-01937-3","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/A5114143154","display_name":"Zihao Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zihao Mu","raw_affiliation_strings":["Sanya Offshore Oil & Gas Research Institute, Northeast Petroleum University, Sanya, 572025, Hainan, China","School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanya Offshore Oil & Gas Research Institute, Northeast Petroleum University, Sanya, 572025, Hainan, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440511","display_name":"Chunsheng Li","orcid":"https://orcid.org/0000-0002-9425-775X"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunsheng Li","raw_affiliation_strings":["School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008679519","display_name":"Zongbao Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105529","display_name":"Daqing Oilfield General Hospital","ror":"https://ror.org/01ey7we33","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105529"]},{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongbao Liu","raw_affiliation_strings":["National Key Laboratory of Continental Shale Oil, Daqing, 163712, China","School of Earth Sciences, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Continental Shale Oil, Daqing, 163712, China","institution_ids":["https://openalex.org/I4210105529"]},{"raw_affiliation_string":"School of Earth Sciences, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101455715","display_name":"Tao Liu","orcid":"https://orcid.org/0000-0002-5776-5181"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liu","raw_affiliation_strings":["School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034796703","display_name":"Kejia Zhang","orcid":"https://orcid.org/0000-0002-7303-1428"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejia Zhang","raw_affiliation_strings":["School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011825583","display_name":"Haoran Wang","orcid":"https://orcid.org/0009-0005-5906-7554"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Wang","raw_affiliation_strings":["School of Earth Sciences, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Earth Sciences, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113603323","display_name":"Haiwei Mu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haiwei Mu","raw_affiliation_strings":["Hainan Vocational University of Science and Technology, Haikou, 571126, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hainan Vocational University of Science and Technology, Haikou, 571126, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115593844","display_name":"Yuchen Yang","orcid":"https://orcid.org/0000-0002-7124-5924"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Yang","raw_affiliation_strings":["School of Earth Sciences, Northeast Petroleum University, Daqing, 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Earth Sciences, Northeast Petroleum University, Daqing, 163318, China","institution_ids":["https://openalex.org/I921716337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5114143154"],"corresponding_institution_ids":["https://openalex.org/I921716337"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":6.2854,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95988002,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"18","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9399999976158142,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/sample","display_name":"Sample (material)","score":0.551508367061615},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.5077453851699829},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48271724581718445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47506994009017944},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4387891888618469},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.347939670085907},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3435208797454834},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.1976490020751953},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.14704537391662598},{"id":"https://openalex.org/keywords/computational-chemistry","display_name":"Computational chemistry","score":0.07141590118408203}],"concepts":[{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.551508367061615},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.5077453851699829},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48271724581718445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47506994009017944},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4387891888618469},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.347939670085907},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3435208797454834},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.1976490020751953},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.14704537391662598},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.07141590118408203}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-025-01937-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-025-01937-3","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2028495341","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2118139510","https://openalex.org/W2135479674","https://openalex.org/W2557367486","https://openalex.org/W2750920029","https://openalex.org/W3021811746","https://openalex.org/W3047362781","https://openalex.org/W3100924556","https://openalex.org/W3103629134","https://openalex.org/W3158129787","https://openalex.org/W3184149319","https://openalex.org/W3207259926","https://openalex.org/W4248936881","https://openalex.org/W4285545661","https://openalex.org/W4291001795","https://openalex.org/W4302544261","https://openalex.org/W4316652648","https://openalex.org/W4378230950","https://openalex.org/W4381804328","https://openalex.org/W4385708357","https://openalex.org/W4389719379","https://openalex.org/W4399654715","https://openalex.org/W4400771182","https://openalex.org/W4401973478","https://openalex.org/W4405186346","https://openalex.org/W4405282246","https://openalex.org/W4405366427","https://openalex.org/W4405855059","https://openalex.org/W4408323902"],"related_works":["https://openalex.org/W1975321310","https://openalex.org/W2014494654","https://openalex.org/W3130349901","https://openalex.org/W1579833936","https://openalex.org/W2107361128","https://openalex.org/W2095350775","https://openalex.org/W2990323019","https://openalex.org/W2014842417","https://openalex.org/W1578916557","https://openalex.org/W2171745948"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
