{"id":"https://openalex.org/W4413655431","doi":"https://doi.org/10.1016/j.sab.2025.107315","title":"Application of deep learning methods to LIBS imaging data","display_name":"Application of deep learning methods to LIBS imaging data","publication_year":2025,"publication_date":"2025-08-26","ids":{"openalex":"https://openalex.org/W4413655431","doi":"https://doi.org/10.1016/j.sab.2025.107315"},"language":"en","primary_location":{"id":"doi:10.1016/j.sab.2025.107315","doi":"https://doi.org/10.1016/j.sab.2025.107315","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.sab.2025.107315","pdf_url":null,"source":{"id":"https://openalex.org/S103398315","display_name":"Spectrochimica Acta Part B Atomic Spectroscopy","issn_l":"0584-8547","issn":["0584-8547","1873-3565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Spectrochimica Acta Part B: Atomic Spectroscopy","raw_type":"journal-article"},"volume":null,"type":"article","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":null,"display_name":"Javier E. Rinaldi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I228664971","display_name":"National University of General San Mart\u00edn","ror":"https://ror.org/00v29jp57","country_code":"AR","type":"education","lineage":["https://openalex.org/I228664971"]},{"id":"https://openalex.org/I9340077","display_name":"Comisi\u00f3n Nacional de Energ\u00eda At\u00f3mica","ror":"https://ror.org/01xz39a70","country_code":"AR","type":"government","lineage":["https://openalex.org/I9340077"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Javier E. Rinaldi","raw_affiliation_strings":["Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I9340077"]},{"raw_affiliation_string":"Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I228664971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038736523","display_name":"Andr\u00e9s Luc\u00eda","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I228664971","display_name":"National University of General San Mart\u00edn","ror":"https://ror.org/00v29jp57","country_code":"AR","type":"education","lineage":["https://openalex.org/I228664971"]},{"id":"https://openalex.org/I9340077","display_name":"Comisi\u00f3n Nacional de Energ\u00eda At\u00f3mica","ror":"https://ror.org/01xz39a70","country_code":"AR","type":"government","lineage":["https://openalex.org/I9340077"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Luc\u00eda","raw_affiliation_strings":["Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I9340077"]},{"raw_affiliation_string":"Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I228664971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010459243","display_name":"Carlos E. Ararat-Ibarguen","orcid":"https://orcid.org/0000-0002-0361-4978","observed_orcids":["https://orcid.org/0000-0002-0361-4978"]},"institutions":[{"id":"https://openalex.org/I228664971","display_name":"National University of General San Mart\u00edn","ror":"https://ror.org/00v29jp57","country_code":"AR","type":"education","lineage":["https://openalex.org/I228664971"]},{"id":"https://openalex.org/I9340077","display_name":"Comisi\u00f3n Nacional de Energ\u00eda At\u00f3mica","ror":"https://ror.org/01xz39a70","country_code":"AR","type":"government","lineage":["https://openalex.org/I9340077"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Carlos Ararat-Ibarguen","raw_affiliation_strings":["Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I9340077"]},{"raw_affiliation_string":"Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I228664971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088573342","display_name":"Carlos Alberto Rinaldi","orcid":"https://orcid.org/0000-0003-2821-3123","observed_orcids":["https://orcid.org/0000-0003-2821-3123"]},"institutions":[{"id":"https://openalex.org/I228664971","display_name":"National University of General San Mart\u00edn","ror":"https://ror.org/00v29jp57","country_code":"AR","type":"education","lineage":["https://openalex.org/I228664971"]},{"id":"https://openalex.org/I9340077","display_name":"Comisi\u00f3n Nacional de Energ\u00eda At\u00f3mica","ror":"https://ror.org/01xz39a70","country_code":"AR","type":"government","lineage":["https://openalex.org/I9340077"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"C.A. Rinaldi","raw_affiliation_strings":["Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comisi\u00f3nNacional de Energ\u00eda At\u00f3mica, CAC, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I9340077"]},{"raw_affiliation_string":"Escuela de Ciencia y Tecnolog\u00eda, Universidad Nacional de San Martin, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I228664971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I228664971","https://openalex.org/I9340077"],"apc_list":{"value":3530,"currency":"USD","value_usd":3530},"apc_paid":null,"fwci":0.701,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5431304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"233","issue":null,"first_page":"107315","last_page":"107315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11854","display_name":"Laser-induced spectroscopy and plasma","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11854","display_name":"Laser-induced spectroscopy and plasma","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/laser-induced-breakdown-spectroscopy","display_name":"laser-induced breakdown spectroscopy","score":0.949999988079071},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9049999713897705},{"id":"https://openalex.org/keywords/elemental-identification","display_name":"element identification","score":0.8610000014305115},{"id":"https://openalex.org/keywords/resnet-50","display_name":"ResNet50","score":0.9639999866485596},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.8899999856948853},{"id":"https://openalex.org/keywords/steel","display_name":"steel","score":0.8679999709129333},{"id":"https://openalex.org/keywords/zirconium","display_name":"zirconium","score":1.0},{"id":"https://openalex.org/keywords/aluminum","display_name":"aluminum","score":0.8539999723434448}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3964090347290039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37008821964263916},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.34832295775413513},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3388168215751648},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26860374212265015}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.sab.2025.107315","doi":"https://doi.org/10.1016/j.sab.2025.107315","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.sab.2025.107315","pdf_url":null,"source":{"id":"https://openalex.org/S103398315","display_name":"Spectrochimica Acta Part B Atomic Spectroscopy","issn_l":"0584-8547","issn":["0584-8547","1873-3565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Spectrochimica Acta Part B: Atomic Spectroscopy","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321583","display_name":"Comisi\u00f3n Nacional de Energ\u00eda At\u00f3mica, Gobierno de Argentina","ror":"https://ror.org/01xz39a70"},{"id":"https://openalex.org/F4320321594","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1581044602","https://openalex.org/W2017926751","https://openalex.org/W2036817742","https://openalex.org/W2071115413","https://openalex.org/W2110499722","https://openalex.org/W2253429366","https://openalex.org/W2346062110","https://openalex.org/W2777186991","https://openalex.org/W2890224344","https://openalex.org/W2914331134","https://openalex.org/W3007864720","https://openalex.org/W3013691718","https://openalex.org/W3015015331","https://openalex.org/W3083622693","https://openalex.org/W3163309171","https://openalex.org/W4229017132","https://openalex.org/W4240705229","https://openalex.org/W4242809848","https://openalex.org/W4244467125","https://openalex.org/W4249009392","https://openalex.org/W4285717055","https://openalex.org/W4379519324","https://openalex.org/W4386151647","https://openalex.org/W4386403034","https://openalex.org/W4387955164","https://openalex.org/W4388207900","https://openalex.org/W4396530953"],"related_works":["https://openalex.org/W4220744085","https://openalex.org/W4378697039","https://openalex.org/W7105698507","https://openalex.org/W7135223041","https://openalex.org/W4401633055","https://openalex.org/W3109229326","https://openalex.org/W4383551299","https://openalex.org/W4404171661","https://openalex.org/W4379796141","https://openalex.org/W4412916973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}
