{"id":6422,"date":"2024-12-27T10:39:32","date_gmt":"2024-12-27T09:39:32","guid":{"rendered":"https:\/\/numalis.com\/projets\/"},"modified":"2025-01-23T11:50:43","modified_gmt":"2025-01-23T10:50:43","slug":"projets","status":"publish","type":"page","link":"https:\/\/numalis.com\/fr\/projets\/","title":{"rendered":"Projets"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6422\" class=\"elementor elementor-6422 elementor-5718\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5073230 e-flex e-con-boxed e-con e-parent\" data-id=\"5073230\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-29aedde e-con-full e-flex e-con e-child\" data-id=\"29aedde\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de76cf4 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"de76cf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Projets et consortiums<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63fa512 elementor-widget elementor-widget-text-editor\" data-id=\"63fa512\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nous permettons l&rsquo;int\u00e9gration de l&rsquo;intelligence artificielle en toute confiance, surtout lorsque les enjeux sont importants.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f3dd1e elementor-widget elementor-widget-text-editor\" data-id=\"4f3dd1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gr\u00e2ce \u00e0 son savoir-faire unique, Numalis contribue dans de nombreux projets nationaux et europ\u00e9ens \u00e0 fort enjeu. L&rsquo;objectif est de relever des d\u00e9fis qui repoussent toujours plus loin les limites des applications civiles et militaires de l&rsquo;IA. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4eed6ac elementor-widget elementor-widget-taxonomy-filter\" data-id=\"4eed6ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;selected_element&quot;:&quot;881c4d1&quot;,&quot;taxonomy&quot;:&quot;industry&quot;,&quot;item_alignment_horizontal&quot;:&quot;center&quot;,&quot;horizontal_scroll&quot;:&quot;enable&quot;}\" data-widget_type=\"taxonomy-filter.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<search class=\"e-filter\" role=\"search\" data-base-url=\"https:\/\/numalis.com\/fr\/\" data-page-num=\"1\">\n\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"aeronautique\" aria-pressed=\"false\">A\u00e9ronautique<\/button>\n\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"aerospatiale\" aria-pressed=\"false\">A\u00e9rospatiale<\/button>\n\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"defense-fr\" aria-pressed=\"false\">D\u00e9fense<\/button>\n\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"embarque\" aria-pressed=\"false\">Embarqu\u00e9<\/button>\n\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"ferroviaire\" aria-pressed=\"false\">Ferroviaire<\/button>\n\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"standardisation-fr\" aria-pressed=\"false\">Standardisation<\/button>\n\t\t\t\n\t\t\t\t\t\t\t\t\t<button class=\"e-filter-item\" data-filter=\"__all\" aria-pressed=\"true\">\n\t\t\t\tToutes les industries\t\t\t<\/button>\n\t\t\t\t\t<\/search>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-881c4d1 elementor-widget__width-inherit elementor-grid-1 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget 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.elementor-element.elementor-element-a3e551c{--flex-direction:row;--container-widget-width:initial;--container-widget-height:100%;--container-widget-flex-grow:1;--container-widget-align-self:stretch;--flex-wrap-mobile:wrap;}.elementor-6420 .elementor-element.elementor-element-716fee5{text-align:start;width:100%;max-width:100%;}.elementor-6420 .elementor-element.elementor-element-5f5c9d7{text-align:start;width:100%;max-width:100%;}.elementor-6420 .elementor-element.elementor-element-47476ef > .elementor-widget-container{margin:18px 0px 14px 0px;}.elementor-6420 .elementor-element.elementor-element-c704a47 > .elementor-widget-container{margin:18px 0px 14px 0px;}}\/* Start custom CSS for container, class: .elementor-element-93d0d42 *\/.elementor-6420 .elementor-element.elementor-element-93d0d42 {\n    \n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7693 post-7693 projects type-projects status-publish has-post-thumbnail hentry industry-standardisation-fr project-label-digital-europe-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-commission_europeenne.png\" class=\"attachment-medium size-medium wp-image-6274\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2024-2026\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Standardisation<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Digital Europe<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">NoLeFa<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Soutenu par l&rsquo;INRIA, NoLeFa-84 est un projet pilote de deux ans qui commence \u00e0 la fin de 2024 et vise \u00e0 \u00e9tablir les bases des centres d&rsquo;essai d&rsquo;IA de l&rsquo;Union Europ\u00e9enne qui soutiendront l&rsquo;application de l&rsquo;EU AI ACT par des efforts d&rsquo;essai, de coordination et de normalisation.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Commission Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Inria, Cairne, LNE, Piccadilly Labs, leiwand.ai\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c704a47 elementor-widget elementor-widget-button\" data-id=\"c704a47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/nolefa.eu\/\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Plus de d\u00e9tails<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7714 post-7714 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-fed\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-commission_europeenne.png\" class=\"attachment-medium size-medium wp-image-6274\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2024-2026\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">FED<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">GENIUS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>GENIUS est un projet FED soutenu par GMV. Il s&rsquo;agit d&rsquo;un suivi plus complet et plus avanc\u00e9 du projet CONVOY sur la d\u00e9tection d&rsquo;explosifs improvis\u00e9s \u00e0 l&rsquo;aide de la fusion de donn\u00e9es (terrestres, a\u00e9riennes et spatiales) et de l&rsquo;intelligence artificielle.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Commission Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>GMV, Aalborg Universitet, Airbus Defense and Space (Allemagne), Applied Intelligence Analytics, Aurea Avionics, Barcelona Supercomputing Center, C&amp;V Consulting, Hrvatski, Eviden (Allemagne), Fraunhofer, Instituto Nacional de Tecnica Aeroespacial, MBDA (Allemagne), Ecole Royale Militaire (Belgique), Space Applications Services, universitaet der Bundeswehr, universitaet Ulm, Xenomatix, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7723 post-7723 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-fed\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-commission_europeenne.png\" class=\"attachment-medium size-medium wp-image-6274\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2023-2027\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">FED<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">CONVOY<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Le projet CONVOY, un important projet de d\u00e9fense europ\u00e9en dirig\u00e9 par GMV, combinera des technologies de d\u00e9tection pour la d\u00e9tection et la reconnaissance de menaces cach\u00e9es, y compris les engins explosifs improvis\u00e9s (EEI) et les mines terrestres. Les combinaisons de robots intelligents, de drones et de technologies de d\u00e9tection utiliseront des infrastructures tactiques en nuage et exploreront l&rsquo;intelligence artificielle pour d\u00e9tecter, reconna\u00eetre et \u00e9viter\/neutraliser les menaces cach\u00e9es. Numalis apportera son soutien \u00e0 la conception de l&rsquo;intelligence artificielle et contribuera \u00e0 l&rsquo;\u00e9valuation et \u00e0 l&rsquo;am\u00e9lioration de sa fiabilit\u00e9.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Commission Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>GMV, Airbus Allemagne, Atos Allemagne, Royal Military Academy, University of Aalborg, Fraunhofer, Aurea, AIA, Xenomatix, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7736 post-7736 projects type-projects status-publish has-post-thumbnail hentry industry-embarque project-label-readynov-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-La_Region_Occitanie.png\" class=\"attachment-medium size-medium wp-image-6278\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2023-2024\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> French Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Embarqu\u00e9<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Readynov<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RAHW<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Financ\u00e9 par une subvention Readynov de la r\u00e9gion Occitanie, le projet RAHW (Robust AI on Hardware) vise \u00e0 implanter des r\u00e9seaux neuronaux form\u00e9s sur des ordinateurs sur du mat\u00e9riel embarqu\u00e9 sp\u00e9cialis\u00e9 tel que les FPGA. Le d\u00e9fi consiste \u00e0 maintenir la robustesse des r\u00e9seaux tout en modifiant l&rsquo;arithm\u00e9tique de la machine (arithm\u00e9tique \u00e0 virgule fixe au lieu d&rsquo;arithm\u00e9tique \u00e0 virgule flottante) et en limitant la longueur des nombres. En r\u00e9sum\u00e9, implanter un r\u00e9seau neuronal sur un FPGA est un d\u00e9fi comparable \u00e0 celui de faire entrer un \u00e9l\u00e9phant dans une bouteille. RRRAHWWW !<\/p>\n\n\n\n<p><\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> R\u00e9gion Occitanie\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>UPVD, Secapem, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7759 post-7759 projects type-projects status-publish has-post-thumbnail hentry industry-aeronautique project-label-horizon-europe-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-commission_europeenne.png\" class=\"attachment-medium size-medium wp-image-6274\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2022-2024\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">A\u00e9ronautique<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Horizon Europe<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EASA \u2013 MLEAP<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Ce projet europ\u00e9en vise \u00e0 cr\u00e9er un environnement d&rsquo;\u00e9valuation de l&rsquo;IA de confiance pour l&rsquo;apprentissage automatique en vue de d\u00e9velopper un cadre de certification a\u00e9ronautique pour ces algorithmes. Les applications de l&rsquo;environnement d\u00e9velopp\u00e9 seront exclusivement li\u00e9es aux \u00e9valuations de machine learning relatives \u00e0 la s\u00e9curit\u00e9 dans tous les domaines couverts par les r\u00e9glementations de base de l&rsquo;EASA.<\/p>\n\n\n\n<p>Dans l&rsquo;industrie a\u00e9ronautique, l&rsquo;enjeu est la fiabilit\u00e9 des solutions de Machine Learning et de Deep Learning. Des garanties sont recherch\u00e9es sur la \u00ab g\u00e9n\u00e9ralisation du mod\u00e8le d&rsquo;apprentissage automatique \u00bb, \u00ab l&rsquo;exhaustivit\u00e9 et la repr\u00e9sentativit\u00e9 des donn\u00e9es \u00bb, et la \u00ab robustesse des algorithmes et des mod\u00e8les \u00bb.<\/p>\n\n\n\n<p><\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Commission Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Airbus Protect, LNE, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c704a47 elementor-widget elementor-widget-button\" data-id=\"c704a47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.easa.europa.eu\/en\/research-projects\/machine-learning-application-approval\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Plus de d\u00e9tails<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7767 post-7767 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-edidp-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-commission_europeenne.png\" class=\"attachment-medium size-medium wp-image-6274\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2022-2024\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">EDIDP<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">JEY-CUAS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Projet majeur de d\u00e9fense europ\u00e9enne men\u00e9 par Leonardo sur la d\u00e9tection des drones et la mise en \u0153uvre de contre-mesures.<\/p>\n\n\n\n<p>JEY-CUAS couvre les activit\u00e9s d&rsquo;\u00e9tude et de conception : analyse des lacunes en mati\u00e8re de capacit\u00e9s, d\u00e9finition du CONOPS et revue des exigences pr\u00e9liminaires (PRR), revue des exigences du syst\u00e8me (SRR) et revue de la conception pr\u00e9liminaire (PDR). Cette derni\u00e8re est \u00e9tay\u00e9e par des essais partiels illustrant et \u00e9valuant la criticit\u00e9 de concepts et de technologies innovants et prometteurs, ainsi que de la conception globale du syst\u00e8me en vue de la r\u00e9duction des risques.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Commission Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Leonardo, Aertec solutions, Baltijos Pazangiu technology institute, Cerbair, Cilas, CS Group, Delft Dynamics, D-Flight, Electronic Vision Tehcnologies, Elettronica, Escribano, Exavision, FN Herstal, Fyzikalni ustav, Hellenic Aerospace Industry, Hensoldt Sensors, Imatik, Indra sistemas, National Institute of Aerospace Technology Esteban Terradas, Intecs Solutions, Marduk Technologies, MBDA Italia, MicroDB, National Institute for Aerospace Research Elie Carafoli, Netherlands Organization For Applied Scientific Research, Nordic Radar Solutions, Office National d\u2019Etudes et de Recherches A\u00e9rospatiales, Omnipol, Panepistimio Dytikis Attikis, Rheinmetall Electronics, Roboost, SAAB Aktiebolag, Signal Generix, Stam, Syrlinks, Thales LAS France, 4D Virtualiz, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7777 post-7777 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-edidp-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/Logo-commission_europeenne.png\" class=\"attachment-medium size-medium wp-image-6274\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2022-2024\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">EDIDP<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI4DEF<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Grand projet europ\u00e9en de d\u00e9fense men\u00e9 par Airbus visant \u00e0 d\u00e9montrer les avantages de l&rsquo;IA pour am\u00e9liorer la connaissance de la situation, la prise de d\u00e9cision et la planification.<\/p>\n\n\n\n<p>Le projet couvre \u00e0 la fois une approche fonctionnelle (pour d\u00e9river les besoins militaires en capacit\u00e9s fonctionnelles) et une \u00e9valuation technologique pour correspondre \u00e0 ces capacit\u00e9s fonctionnelles. Sur la base des solutions existantes et des technologies matures, une analyse des diff\u00e9rences est effectu\u00e9e pour \u00e9valuer les tendances en mati\u00e8re d&rsquo;am\u00e9lioration des performances afin de r\u00e9pondre aux sc\u00e9narios futurs.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Commission Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Terma, University of AAlborg, Airbus, Arctur, Data Machine Intelligence, DefSecIntel, E-geos, EightBells, Elsispro, Eurodecision, Flysight, GMV, International Astronautical Federation, Lake Fusion Technologies, Leonardo, MBDA, Tilde, Bundeswehr University, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c704a47 elementor-widget elementor-widget-button\" data-id=\"c704a47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/ai4def.com\/\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Plus de d\u00e9tails<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7799 post-7799 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-bpi-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/logo-bpifrance.png\" class=\"attachment-medium size-medium wp-image-6273\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2022-2023\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">BPI<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SimTAI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>L&rsquo;objectif de ce projet est de concevoir une cha\u00eene pour am\u00e9liorer la g\u00e9n\u00e9ration de donn\u00e9es synth\u00e9tiques. Oktal SE permet de g\u00e9n\u00e9rer des donn\u00e9es synth\u00e9tiques et Saimple est utilis\u00e9 pour \u00e9valuer la robustesse du mod\u00e8le entra\u00een\u00e9 et fournir des informations pour permettre l&rsquo;explicabilit\u00e9.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> BPI\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Oktal SE, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7807 post-7807 projects type-projects status-publish has-post-thumbnail hentry industry-ferroviaire project-label-sncf-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/logo-sncf.png\" class=\"attachment-medium size-medium wp-image-6277\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2021-2023\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> French Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Ferroviaire<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">SNCF<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DetectAI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>L&rsquo;objectif du projet est de travailler sur les d\u00e9tecteurs et d&rsquo;aider la SNCF \u00e0 concevoir un document m\u00e9thodologique pour la validation des IA.<\/p>\n\n\n\n<p>Dans le cadre de ce projet, des IA pour la d\u00e9tection de panneaux de signalisation ferroviaire qui pourraient \u00eatre embarqu\u00e9es dans des trains autonomes sont analys\u00e9es. L&rsquo;objectif est \u00e9galement de fournir une preuve de fiabilit\u00e9 et une m\u00e9thodologie de validation en vue de l&rsquo;acceptation de l&rsquo;utilisation de l&rsquo;IA dans les normes ferroviaires.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> SNCF\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>SNCF, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7812 post-7812 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-bpi-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/logo-mbda.png\" class=\"attachment-medium size-medium wp-image-6276\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2021-2022\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> French Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">BPI<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">VALERIA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Sponsoris\u00e9 par MBDA, ce d\u00e9fi BPI vise \u00e0 valider les algorithmes d&rsquo;IA bas\u00e9s sur la m\u00e9thode SVM et\/ou les r\u00e9seaux neuronaux \u00e0 des fins de d\u00e9fense et \u00e0 am\u00e9liorer la compr\u00e9hension de leur robustesse globale sur le domaine d&rsquo;entr\u00e9e.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> MBDA\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7819 post-7819 projects type-projects status-publish has-post-thumbnail hentry industry-aerospatiale project-label-esa-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/12\/logo-esa.png\" class=\"attachment-medium size-medium wp-image-6275\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2021-2022\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> European Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">A\u00e9rospatiale<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">ESA<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AITIVE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>En collaboration avec l&rsquo;Universit\u00e9 de Londres, l&rsquo;ENAC et Spinworks, l&rsquo;objectif du projet \u00e9tait d&rsquo;identifier des approches math\u00e9matiques pour soutenir la conception et la v\u00e9rification d&rsquo;un module de guidage, de navigation et de contr\u00f4le (GNC) de nouvelle g\u00e9n\u00e9ration bas\u00e9 sur l&rsquo;IA pour l&rsquo;exploration de l&rsquo;espace. L&rsquo;\u00e9tude \u00e9tablit un lien formel entre l&rsquo;apprentissage automatique (ML) et le raisonnement et les optimisations fond\u00e9s sur la th\u00e9orie du contr\u00f4le dans le cadre d&rsquo;un sc\u00e9nario difficile de GNC spatial. Le consortium \u00e9tudie la validation des techniques d&rsquo;apprentissage automatique bas\u00e9es sur l&rsquo;IA en termes de robustesse (maintien des performances dans le domaine d&rsquo;utilisation) et d&rsquo;explicabilit\u00e9 (justification des actions), afin d&rsquo;accro\u00eetre le niveau de confiance des ing\u00e9nieurs a\u00e9rospatial dans l&rsquo;adoption de ces syst\u00e8mes.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> Agence Spatiale Europ\u00e9enne\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>University of London, ENAC, Spinworks, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7833 post-7833 projects type-projects status-publish has-post-thumbnail hentry industry-aerospatiale project-label-mmt-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"271\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-300x271.png\" class=\"attachment-medium size-medium wp-image-5911\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-300x271.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-768x695.png 768w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees.png 849w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2019-2020\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> French Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">A\u00e9rospatiale<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">MMT<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FM-VNN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Dans ce projet, Numalis et le LNE ont d\u00e9cid\u00e9 de mettre en \u0153uvre une strat\u00e9gie de validation de r\u00e9seaux de neurones adapt\u00e9e \u00e0 l&rsquo;analyse s\u00e9mantique optronique. En d&rsquo;autres termes, la validation de r\u00e9seaux de neurones pour la segmentation d&rsquo;images satellites. Ensemble, Numalis et le LNE ont d\u00e9fini un cadre exp\u00e9rimental utilisant des m\u00e9thodes formelles pour extraire et pr\u00e9senter des informations objectives sur le comportement du r\u00e9seau et, plus particuli\u00e8rement, sur la relation entre sa robustesse (r\u00e9sistance au bruit) et sa performance (capacit\u00e9 \u00e0 classifier correctement).<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> DGA\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>LNE, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7842 post-7842 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-mmt-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"271\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-300x271.png\" class=\"attachment-medium size-medium wp-image-5911\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-300x271.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-768x695.png 768w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees.png 849w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2019-2020\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> French Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">MMT<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HEAXPLAIN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Projet collaboratif entre Synapse d\u00e9fense, Delfox et Numalis, sur un sujet fourni par Dassault Aviation. L&rsquo;objectif \u00e9tait de d\u00e9velopper un algorithme d&rsquo;IA pour simuler le dogfight (combat a\u00e9rien) et d&rsquo;expliquer le comportement de l&rsquo;IA.<\/p>\n\n\n\n<p>Numalis a particip\u00e9 \u00e0 la cr\u00e9ation de la plateforme d&rsquo;entra\u00eenement \u00e0 l&rsquo;IA par apprentissage par renforcement et ses outils ont \u00e9t\u00e9 utilis\u00e9s pour apporter de la relevance afin de d\u00e9terminer les perceptions utilis\u00e9es par les r\u00e9seaux de neurones pour les choix de navigation ou de conduite de tir. Numalis a \u00e9galement d\u00e9fini une m\u00e9thodologie pour fournir un retour s\u00e9mantique \u00e0 partir des r\u00e9sultats de relevance afin d&rsquo;expliquer le comportement \u00e0 un agent humain de mani\u00e8re compr\u00e9hensible.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> DGA\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>Synapse d\u00e9fense, Delfox, Dassault Aviation, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6420\" class=\"elementor elementor-6420 elementor-2482 elementor-2482 e-loop-item e-loop-item-7854 post-7854 projects type-projects status-publish has-post-thumbnail hentry industry-defense-fr project-label-rapid-fr\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-22dce2b e-con-full e-flex e-con e-parent\" data-id=\"22dce2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3e551c e-con-full e-flex e-con e-child\" data-id=\"a3e551c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf964b4 elementor-widget elementor-widget-image\" data-id=\"cf964b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"271\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-300x271.png\" class=\"attachment-medium size-medium wp-image-5911\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-300x271.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees-768x695.png 768w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/08\/Ministere_des_Armees.png 849w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716fee5 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"716fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Dur\u00e9e : <\/strong>2018-2020\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5c9d7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f5c9d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Type :<\/strong> French Project\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35209e1 elementor-widget elementor-widget-post-info\" data-id=\"35209e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">D\u00e9fense<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e519b elementor-widget elementor-widget-post-info\" data-id=\"45e519b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-3b32b4e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">RAPID<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93d0d42 e-con-full e-flex e-con e-child\" data-id=\"93d0d42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47476ef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"47476ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">CALVINN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32b68 elementor-widget elementor-widget-theme-post-content\" data-id=\"bb32b68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<p>Ce projet visait \u00e0 d\u00e9finir les premiers outils utilisant des m\u00e9thodes formelles pour l&rsquo;analyse des r\u00e9seaux de neurones. Financ\u00e9 par la DGA (d\u00e9partement du minist\u00e8re fran\u00e7ais des Arm\u00e9es dont la mission est de pr\u00e9parer l&rsquo;avenir des syst\u00e8mes de d\u00e9fense fran\u00e7ais), ce programme a \u00e9galement r\u00e9uni un groupe d&rsquo;experts industriels parmi lesquels ADS, Thales, Thales Alenia Space, MBDA, Safran, Naval Group, Continental, Renault et C-S.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1bdd91 elementor-widget elementor-widget-text-editor\" data-id=\"f1bdd91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Sponsor(s) :<\/strong> DGA\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a17b4e elementor-widget elementor-widget-text-editor\" data-id=\"0a17b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<strong>Consortium : <\/strong>ADS, Thales, Thales Alenia Space, MBDA, Safran, Naval Group, Continental, Renault, C-S, Numalis\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<span class=\"e-load-more-spinner\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-spinner\"><\/i>\t\t\t<\/span>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Projets et consortiums Nous permettons l&rsquo;int\u00e9gration de l&rsquo;intelligence artificielle en toute confiance, surtout lorsque les enjeux sont importants. Gr\u00e2ce \u00e0 son savoir-faire unique, Numalis contribue dans de nombreux projets nationaux et europ\u00e9ens \u00e0 fort enjeu. L&rsquo;objectif est de relever des d\u00e9fis qui repoussent toujours plus loin les limites des applications civiles et militaires de l&rsquo;IA. [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"class_list":["post-6422","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages\/6422","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/comments?post=6422"}],"version-history":[{"count":0,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages\/6422\/revisions"}],"wp:attachment":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/media?parent=6422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}