{"id":"https://openalex.org/W4404037319","doi":"https://doi.org/10.1109/mlsp58920.2024.10734728","title":"Generative Models and Simulation to Assess Uncertainties for Tokamak Infrared Thermography","display_name":"Generative Models and Simulation to Assess Uncertainties for Tokamak Infrared Thermography","publication_year":2024,"publication_date":"2024-09-22","ids":{"openalex":"https://openalex.org/W4404037319","doi":"https://doi.org/10.1109/mlsp58920.2024.10734728"},"language":"en","primary_location":{"id":"doi:10.1109/mlsp58920.2024.10734728","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mlsp58920.2024.10734728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cea.hal.science/cea-05108308/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076484693","display_name":"Alexis Juven","orcid":"https://orcid.org/0000-0002-3538-5241"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210110641","display_name":"CEA Cadarache","ror":"https://ror.org/01rs1gy10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210110641"]},{"id":"https://openalex.org/I4210142114","display_name":"Institut de Recherche sur la Fusion par confinement Magn\u00e9tique","ror":"https://ror.org/03hffat62","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210113668","https://openalex.org/I4210142114"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexis Juven","raw_affiliation_strings":["Institute for Magnetic Fusion Research (IRFM), CEA,Cadarache,Saint-Paul-lez-Durance,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Magnetic Fusion Research (IRFM), CEA,Cadarache,Saint-Paul-lez-Durance,France","institution_ids":["https://openalex.org/I4210110641","https://openalex.org/I4210142114","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110106758","display_name":"Marie-H\u00e9l\u00e8ne Aumeunier","orcid":null},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210110641","display_name":"CEA Cadarache","ror":"https://ror.org/01rs1gy10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210110641"]},{"id":"https://openalex.org/I4210142114","display_name":"Institut de Recherche sur la Fusion par confinement Magn\u00e9tique","ror":"https://ror.org/03hffat62","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210113668","https://openalex.org/I4210142114"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-H\u00e9l\u00e8ne Aumeunier","raw_affiliation_strings":["Institute for Magnetic Fusion Research (IRFM), CEA,Cadarache,Saint-Paul-lez-Durance,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Magnetic Fusion Research (IRFM), CEA,Cadarache,Saint-Paul-lez-Durance,France","institution_ids":["https://openalex.org/I4210110641","https://openalex.org/I4210142114","https://openalex.org/I2738703131"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107093585","display_name":"Julien Marot","orcid":"https://orcid.org/0000-0002-8793-816X"},"institutions":[{"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/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]},{"id":"https://openalex.org/I4210142724","display_name":"Centrale Marseille","ror":"https://ror.org/040baw385","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Marot","raw_affiliation_strings":["Aix Marseille Universit&#x00E9;, Ecole Centrale M&#x00E9;diterran&#x00E9;e, CNRS, Institut Fresnel, UMR,Marseille,France,7249"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix Marseille Universit&#x00E9;, Ecole Centrale M&#x00E9;diterran&#x00E9;e, CNRS, Institut Fresnel, UMR,Marseille,France,7249","institution_ids":["https://openalex.org/I4210125985","https://openalex.org/I4210142724","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28005008,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10597","display_name":"Nuclear reactor physics and engineering","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10597","display_name":"Nuclear reactor physics and engineering","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10346","display_name":"Magnetic confinement fusion research","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12560","display_name":"Nuclear Engineering Thermal-Hydraulics","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/thermography","display_name":"Thermography","score":0.8335728645324707},{"id":"https://openalex.org/keywords/tokamak","display_name":"Tokamak","score":0.7344637513160706},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.573410153388977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49826669692993164},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.4627397656440735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3388659358024597},{"id":"https://openalex.org/keywords/plasma","display_name":"Plasma","score":0.21211135387420654},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1608617901802063},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11760526895523071},{"id":"https://openalex.org/keywords/nuclear-physics","display_name":"Nuclear physics","score":0.07808327674865723}],"concepts":[{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.8335728645324707},{"id":"https://openalex.org/C116515362","wikidata":"https://www.wikidata.org/wiki/Q188589","display_name":"Tokamak","level":3,"score":0.7344637513160706},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.573410153388977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49826669692993164},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.4627397656440735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3388659358024597},{"id":"https://openalex.org/C82706917","wikidata":"https://www.wikidata.org/wiki/Q10251","display_name":"Plasma","level":2,"score":0.21211135387420654},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1608617901802063},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11760526895523071},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.07808327674865723}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mlsp58920.2024.10734728","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mlsp58920.2024.10734728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:cea-05108308v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-05108308","pdf_url":"https://cea.hal.science/cea-05108308/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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/10734728","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:cea-05108308v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-05108308","pdf_url":"https://cea.hal.science/cea-05108308/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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/10734728","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2221327065","display_name":"Implementation of activities described in the Roadmap to Fusion during Horizon Europe through a joint programme of the members of the EUROfusion consortium","funder_award_id":"101052200","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2293481551","display_name":null,"funder_award_id":"101052200","funder_id":"https://openalex.org/F4320334323","funder_display_name":"Euratom Research and Training Programme"},{"id":"https://openalex.org/G2696919616","display_name":null,"funder_award_id":"101052200 -EUROfusion","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3562821882","display_name":null,"funder_award_id":"101052200","funder_id":"https://openalex.org/F4320319254","funder_display_name":"EUROfusion"},{"id":"https://openalex.org/G6869258750","display_name":null,"funder_award_id":"101052200 -EUROfusion","funder_id":"https://openalex.org/F4320334323","funder_display_name":"Euratom Research and Training Programme"}],"funders":[{"id":"https://openalex.org/F4320319254","display_name":"EUROfusion","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334323","display_name":"Euratom Research and Training Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404037319.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2022959191","https://openalex.org/W2055789932","https://openalex.org/W2099478163","https://openalex.org/W2108207895","https://openalex.org/W2760103357","https://openalex.org/W2787894218","https://openalex.org/W2925269265","https://openalex.org/W3009953436","https://openalex.org/W3035689535","https://openalex.org/W3212516020","https://openalex.org/W4289292033","https://openalex.org/W4295521014","https://openalex.org/W4313131545","https://openalex.org/W4389236044","https://openalex.org/W6735913928","https://openalex.org/W6784466996"],"related_works":["https://openalex.org/W4310007303","https://openalex.org/W2224543647","https://openalex.org/W35959284","https://openalex.org/W2286188758","https://openalex.org/W2141980482","https://openalex.org/W2900544575","https://openalex.org/W4391030883","https://openalex.org/W2513461979","https://openalex.org/W4255358997","https://openalex.org/W2946143309"],"abstract_inverted_index":{"Quantitative":[0],"infrared":[1,11,103,109],"thermography,":[2],"which":[3],"aims":[4],"to":[5,31,44,62,83,90,101],"infer":[6],"surface":[7,49],"temperatures":[8],"from":[9],"an":[10,33,92],"image,":[12],"is":[13,111],"challenging":[14],"in":[15,21,35,47],"metallic":[16],"environments.":[17],"A":[18],"local":[19],"increase":[20,34],"the":[22,26,36,39,69,98,121,124,141,145,148],"flux":[23],"measured":[24],"by":[25],"camera":[27],"may":[28],"be":[29],"due":[30,43],"indiscriminately":[32],"temperature":[37,125],"of":[38,105,140,147],"observed":[40],"target":[41],"or":[42],"a":[45,60,65,85,112,127,133],"change":[46],"its":[48],"properties.":[50],"This":[51],"paper":[52],"addresses":[53],"this":[54,73],"ill-posed":[55],"inverse":[56],"problem":[57],"and":[58,131],"provides":[59,132],"method":[61,100],"automatically":[63],"evaluate":[64],"confidence":[66,135],"interval":[67],"on":[68,137],"predicted":[70,142],"temperature.":[71],"For":[72],"purpose,":[74],"we":[75],"use":[76],"simulated":[77,102],"data,":[78],"generated":[79],"with":[80,126],"ray":[81],"tracing,":[82],"train":[84],"deep":[86],"generative":[87],"model":[88,122],"able":[89],"approx-imate":[91],"unknown":[93],"probability":[94],"distribution.":[95],"We":[96,118],"apply":[97],"proposed":[99],"images":[104],"fusion":[106],"fa-cilities,":[107],"where":[108],"thermography":[110],"critical":[113],"diagnostic":[114],"for":[115],"machine":[116],"protection.":[117],"show":[119],"that":[120],"estimates":[123],"6%":[128],"mean":[129],"error,":[130],"95%":[134],"interval,":[136],"average":[138],"20%":[139],"value,":[143],"improving":[144],"reliability":[146],"measurement.":[149]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
