{"id":"https://openalex.org/W4402659287","doi":"https://doi.org/10.1109/icassp49660.2025.10887635","title":"Vision Transformers for X-ray Diffraction Patterns Analysis","display_name":"Vision Transformers for X-ray Diffraction Patterns Analysis","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4402659287","doi":"https://doi.org/10.1109/icassp49660.2025.10887635"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10887635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10887635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05009626v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018260662","display_name":"Titouan Simonnet","orcid":null},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]},{"id":"https://openalex.org/I12449238","display_name":"Universit\u00e9 d'Orl\u00e9ans","ror":"https://ror.org/014zrew76","country_code":"FR","type":"education","lineage":["https://openalex.org/I12449238"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210158893","display_name":"Bureau de Recherches G\u00e9ologiques et Mini\u00e8res","ror":"https://ror.org/05hnb7x64","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210158893"]},{"id":"https://openalex.org/I4387156285","display_name":"Institut Denis Poisson","ror":"https://ror.org/05djhd259","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I12449238","https://openalex.org/I1294671590","https://openalex.org/I4387156285"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Titouan Simonnet","raw_affiliation_strings":["Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS,France","IDP - Institut Denis Poisson (Universit\u00e9 d'Orl\u00e9ans, Coll\u00e9gium Sciences et Techniques, B\u00e2timent de math\u00e9matiques - Route de Chartres, B.P. 6759 - 45067 Orl\u00e9ans cedex 2, FRANCE ; Universit\u00e9 de Tours, UFR Sciences et Techniques, Parc de Grandmont, 37200 Tours - FRANCE - France)","BRGM - Bureau de Recherches G\u00e9ologiques et Mini\u00e8res (regroupe le site d'Orl\u00e9ans et l'ensemble des Directions r\u00e9gionales sous une seule et m\u00eame  affiliation. Ne pas d\u00e9cliner de sous-structures locales - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4387156285"]},{"raw_affiliation_string":"IDP - Institut Denis Poisson (Universit\u00e9 d'Orl\u00e9ans, Coll\u00e9gium Sciences et Techniques, B\u00e2timent de math\u00e9matiques - Route de Chartres, B.P. 6759 - 45067 Orl\u00e9ans cedex 2, FRANCE ; Universit\u00e9 de Tours, UFR Sciences et Techniques, Parc de Grandmont, 37200 Tours - FRANCE - France)","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I12449238","https://openalex.org/I4387156285"]},{"raw_affiliation_string":"BRGM - Bureau de Recherches G\u00e9ologiques et Mini\u00e8res (regroupe le site d'Orl\u00e9ans et l'ensemble des Directions r\u00e9gionales sous une seule et m\u00eame  affiliation. Ne pas d\u00e9cliner de sous-structures locales - France)","institution_ids":["https://openalex.org/I4210158893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008926169","display_name":"Mame Diarra Fall","orcid":"https://orcid.org/0000-0003-2749-2589"},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]},{"id":"https://openalex.org/I12449238","display_name":"Universit\u00e9 d'Orl\u00e9ans","ror":"https://ror.org/014zrew76","country_code":"FR","type":"education","lineage":["https://openalex.org/I12449238"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4387156285","display_name":"Institut Denis Poisson","ror":"https://ror.org/05djhd259","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I12449238","https://openalex.org/I1294671590","https://openalex.org/I4387156285"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mame Diarra Fall","raw_affiliation_strings":["Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS,France","IDP - Institut Denis Poisson (Universit\u00e9 d'Orl\u00e9ans, Coll\u00e9gium Sciences et Techniques, B\u00e2timent de math\u00e9matiques - Route de Chartres, B.P. 6759 - 45067 Orl\u00e9ans cedex 2, FRANCE ; Universit\u00e9 de Tours, UFR Sciences et Techniques, Parc de Grandmont, 37200 Tours - FRANCE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4387156285"]},{"raw_affiliation_string":"IDP - Institut Denis Poisson (Universit\u00e9 d'Orl\u00e9ans, Coll\u00e9gium Sciences et Techniques, B\u00e2timent de math\u00e9matiques - Route de Chartres, B.P. 6759 - 45067 Orl\u00e9ans cedex 2, FRANCE ; Universit\u00e9 de Tours, UFR Sciences et Techniques, Parc de Grandmont, 37200 Tours - FRANCE - France)","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I12449238","https://openalex.org/I4387156285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036002148","display_name":"Sylvain Grangeon","orcid":"https://orcid.org/0000-0002-5018-3015"},"institutions":[{"id":"https://openalex.org/I4210158893","display_name":"Bureau de Recherches G\u00e9ologiques et Mini\u00e8res","ror":"https://ror.org/05hnb7x64","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210158893"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Grangeon","raw_affiliation_strings":["BRGM,Orléans Cedex 2,France,45060","BRGM - Bureau de Recherches G\u00e9ologiques et Mini\u00e8res (regroupe le site d'Orl\u00e9ans et l'ensemble des Directions r\u00e9gionales sous une seule et m\u00eame  affiliation. Ne pas d\u00e9cliner de sous-structures locales - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRGM,Orléans Cedex 2,France,45060","institution_ids":["https://openalex.org/I4210158893"]},{"raw_affiliation_string":"BRGM - Bureau de Recherches G\u00e9ologiques et Mini\u00e8res (regroupe le site d'Orl\u00e9ans et l'ensemble des Directions r\u00e9gionales sous une seule et m\u00eame  affiliation. Ne pas d\u00e9cliner de sous-structures locales - France)","institution_ids":["https://openalex.org/I4210158893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009920228","display_name":"Bruno Galerne","orcid":null},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]},{"id":"https://openalex.org/I12449238","display_name":"Universit\u00e9 d'Orl\u00e9ans","ror":"https://ror.org/014zrew76","country_code":"FR","type":"education","lineage":["https://openalex.org/I12449238"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I4387156285","display_name":"Institut Denis Poisson","ror":"https://ror.org/05djhd259","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I12449238","https://openalex.org/I1294671590","https://openalex.org/I4387156285"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno Galerne","raw_affiliation_strings":["Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS,France","IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","IDP - Institut Denis Poisson (Universit\u00e9 d'Orl\u00e9ans, Coll\u00e9gium Sciences et Techniques, B\u00e2timent de math\u00e9matiques - Route de Chartres, B.P. 6759 - 45067 Orl\u00e9ans cedex 2, FRANCE ; Universit\u00e9 de Tours, UFR Sciences et Techniques, Parc de Grandmont, 37200 Tours - FRANCE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4387156285"]},{"raw_affiliation_string":"IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"IDP - Institut Denis Poisson (Universit\u00e9 d'Orl\u00e9ans, Coll\u00e9gium Sciences et Techniques, B\u00e2timent de math\u00e9matiques - Route de Chartres, B.P. 6759 - 45067 Orl\u00e9ans cedex 2, FRANCE ; Universit\u00e9 de Tours, UFR Sciences et Techniques, Parc de Grandmont, 37200 Tours - FRANCE - France)","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I12449238","https://openalex.org/I4387156285"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12613","display_name":"X-ray Diffraction in Crystallography","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12613","display_name":"X-ray Diffraction in Crystallography","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5406491160392761},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5073840022087097},{"id":"https://openalex.org/keywords/diffraction","display_name":"Diffraction","score":0.5018172264099121},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2939680814743042},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.26957476139068604},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19191977381706238},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1873246729373932},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08945158123970032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5406491160392761},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5073840022087097},{"id":"https://openalex.org/C207114421","wikidata":"https://www.wikidata.org/wiki/Q133900","display_name":"Diffraction","level":2,"score":0.5018172264099121},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2939680814743042},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.26957476139068604},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19191977381706238},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1873246729373932},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08945158123970032}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp49660.2025.10887635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10887635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05009626v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05009626","pdf_url":"https://hal.science/hal-05009626v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1 - 5, ⟨10.1109/icassp49660.2025.10887635⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-04696156v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04696156","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/ICASSP49660.2025.10887635⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05009626v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05009626","pdf_url":"https://hal.science/hal-05009626v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1 - 5, ⟨10.1109/icassp49660.2025.10887635⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G2636189568","display_name":"AI.iO Artificial Intelligence in Orl\u00e9ans: Learning from heterogeneous data and expert knowledge. Applications in geological and environmental sciences","funder_award_id":"ANR-20-THIA-0017","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402659287.pdf","grobid_xml":"https://content.openalex.org/works/W4402659287.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2016260972","https://openalex.org/W2085281831","https://openalex.org/W2152099251","https://openalex.org/W2168717375","https://openalex.org/W2316614240","https://openalex.org/W2625386340","https://openalex.org/W2792653078","https://openalex.org/W2903922928","https://openalex.org/W2940802411","https://openalex.org/W2997208716","https://openalex.org/W3035422918","https://openalex.org/W3084317039","https://openalex.org/W3139169184","https://openalex.org/W3167986199","https://openalex.org/W4289656123","https://openalex.org/W4313548404","https://openalex.org/W4385245566","https://openalex.org/W4386416218","https://openalex.org/W4390427478","https://openalex.org/W4401512880","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Understanding":[0],"materials":[1],"properties":[2],"depends":[3],"largely":[4],"on":[5],"the":[6,46,57,106],"ability":[7],"to":[8,44,92,99],"determine":[9],"its":[10,15],"components,":[11],"and":[12,41,76,108],"in":[13,50],"particular":[14],"mineral":[16,38,47],"phases.":[17],"Powder":[18],"X-ray":[19],"diffraction":[20],"(XRD)":[21],"is":[22,60,111],"a":[23,32,51,61,83],"powerful":[24],"tool":[25],"for":[26,37,64,71,96],"such":[27],"purposes.":[28],"This":[29],"paper":[30],"presents":[31],"Transformer-based":[33],"vision":[34],"model":[35,107],"(ViT)":[36],"phase":[39],"identification,":[40],"proportion":[42],"inference":[43],"quantify":[45],"phases":[48],"present":[49],"material.":[52],"Our":[53],"analysis":[54],"shows":[55],"that":[56],"tokenization":[58],"strategy":[59],"critical":[62],"step":[63],"XRD":[65],"pattern":[66],"analysis.":[67],"The":[68,85],"results":[69],"obtained":[70,81],"both":[72],"tasks":[73],"are":[74],"excellent":[75],"more":[77],"robust":[78],"than":[79],"those":[80],"with":[82],"CNN.":[84],"proposed":[86],"approach":[87],"also":[88],"makes":[89],"it":[90],"possible":[91],"introduce":[93],"visualization":[94],"tools":[95],"signal":[97],"analysis,":[98],"better":[100],"understand":[101],"how":[102,109],"information":[103],"flows":[104],"through":[105],"data":[110],"classified":[112],"or":[113],"quantified.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}