{"id":6170,"date":"2024-09-02T14:10:51","date_gmt":"2024-09-02T12:10:51","guid":{"rendered":"http:\/\/webdv.msem.univ-montp2.fr\/?page_id=6170"},"modified":"2024-11-14T16:52:13","modified_gmt":"2024-11-14T15:52:13","slug":"ateliers-transversaux","status":"publish","type":"page","link":"https:\/\/www.hydrosciences.org\/?page_id=6170&lang=fr","title":{"rendered":"Ateliers transversaux"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6170\" class=\"elementor elementor-6170\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-46f5574 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46f5574\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-11ff49f\" data-id=\"11ff49f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-28cf52c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"28cf52c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-narrow\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1123483\" data-id=\"1123483\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8700660 elementor-widget elementor-widget-heading\" data-id=\"8700660\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AteliErs Transversaux<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b660da elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5b660da\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e8717f2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8717f2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ab08bc0\" data-id=\"ab08bc0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b4c6e9 elementor-widget elementor-widget-text-editor\" data-id=\"0b4c6e9\" data-element_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<p style=\"text-align: center;\"><strong>2 ateliers transversaux<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2bf3705 e-flex e-con-boxed e-con e-parent\" data-id=\"2bf3705\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-27a4d34 e-con-full e-flex e-con e-child\" data-id=\"27a4d34\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f516a4 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4f516a4\" data-element_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<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#Atelier-Modelisation\">\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\">Atelier de Mod\u00e9lisation Interdisciplinaire-Informatique Scientifique<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-df6aef4 e-con-full e-flex e-con e-child\" data-id=\"df6aef4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e1936f elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"5e1936f\" data-element_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<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#Machine-Learning\">\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\">Machine learning<\/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<\/div>\n\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<div class=\"elementor-element elementor-element-66ff866 e-flex e-con-boxed e-con e-parent\" data-id=\"66ff866\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06600ce elementor-widget elementor-widget-menu-anchor\" data-id=\"06600ce\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"Atelier-Modelisation\"><\/div>\n\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<div class=\"elementor-element elementor-element-2ff354c e-flex e-con-boxed e-con e-parent\" data-id=\"2ff354c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ff6baf elementor-widget elementor-widget-spacer\" data-id=\"5ff6baf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-8db2f27 e-flex e-con-boxed e-con e-parent\" data-id=\"8db2f27\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad0ada8 elementor-widget elementor-widget-spacer\" data-id=\"ad0ada8\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-146bcf0 e-flex e-con-boxed e-con e-parent\" data-id=\"146bcf0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65b230c elementor-widget elementor-widget-heading\" data-id=\"65b230c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Atelier de Mod\u00e9lisation\nInterdisciplinaire-Informatique Scientifique<\/h2>\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<div class=\"elementor-element elementor-element-38c71b5 e-flex e-con-boxed e-con e-parent\" data-id=\"38c71b5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-09d38ce elementor-widget elementor-widget-text-editor\" data-id=\"09d38ce\" data-element_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<p style=\"text-align: center;\"><strong>(Aide \u00e0 la conception et \u00e0 la Mise en Oeuvre)- AMIIS (ACME)<\/strong><\/p><p><strong>Responsable :<\/strong> A. Dezetter<\/p><p>Bas\u00e9 sur les constats suivants\u00a0:<\/p><ul class=\"justify\"><li>nombreux mod\u00e8les et mod\u00e9lisateurs \u00e0 HSM<ul><li>mod\u00e8les \u00ab\u00a0maison\u00a0\u00bb\u00a0: ATHYS, HDSM, KARSTMOD, SW2D, RNF ..<\/li><\/ul><ul><li>autres mod\u00e8les utilis\u00e9s intensivement ou occasionnellement\u00a0: GR, SWAT, HBV, IHACRES, SiSPAT, SURFEX, GLM, RS MINERVE \u2026<\/li><\/ul><\/li><li>des langages informatiques multiples (Fortran, MATLAB, R, Delphi, Java, tcl\/tk\u2026) utilis\u00e9s sur des syst\u00e8mes d\u2019exploitation divers (Windows (10, 7,..), Linux, ..)<\/li><li>des besoins en calculs intensifs \u00e0 mutualiser\/d\u00e9velopper<\/li><li>des ressources p\u00e9dagogiques internes \u00e0 partager<\/li><li>des collaborations internes \u00e0 susciter<\/li><\/ul><p>L\u2019atelier est centr\u00e9 sur de l\u2019animation et de la formation interne ouverte \u00e0 tous les personnels d\u2019HydroSciences. Il s\u2019agira avant tout d\u2019un lieu de partage et de diffusion, tout autant que d\u2019informations sur les outils, m\u00e9thodes et techniques informatiques entre les \u00e9quipes.<\/p><p><strong>Les objectifs\u00a0:<\/strong><\/p><p>L\u2019objectif principal est de permettre le partage de ressources scientifiques, informatiques et p\u00e9dagogiques autour des diff\u00e9rentes approches de mod\u00e9lisation pratiqu\u00e9es \u00e0 HydroSciences. Le nombre important d\u2019acteurs au sein d\u2019HSM, qui repr\u00e9sente une grande diversit\u00e9 de communaut\u00e9s scientifiques aux outils sp\u00e9cifiques, ne permet pas d\u2019avoir une vision globale des comp\u00e9tences disponibles et des interactions possibles. Cet atelier (AMIIS) permettra une meilleure diffusion de cette information au sein d\u2019HSM afin d\u2019enrichir les collaborations existantes et d\u2019en susciter de nouvelles. Il vise \u00e9galement \u00e0 initier des sessions de formation internes aux diff\u00e9rents outils, m\u00e9thodes, logiciels, ma\u00eetris\u00e9s par les personnels d\u2019HSM. Les activit\u00e9s de cet atelier sont \u00e9troitement li\u00e9es aux questions scientifiques trait\u00e9es dans les \u00e9quipes dont la mod\u00e9lisation est un des outils privil\u00e9gi\u00e9s.<\/p>\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<div class=\"elementor-element elementor-element-dee8254 e-flex e-con-boxed e-con e-parent\" data-id=\"dee8254\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f56f81 elementor-widget elementor-widget-menu-anchor\" data-id=\"5f56f81\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"Machine-Learning\"><\/div>\n\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<div class=\"elementor-element elementor-element-42fd868 e-flex e-con-boxed e-con e-parent\" data-id=\"42fd868\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a98b0e elementor-widget elementor-widget-heading\" data-id=\"9a98b0e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Machine Learning<\/h2>\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<div class=\"elementor-element elementor-element-50a9890 e-flex e-con-boxed e-con e-parent\" data-id=\"50a9890\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13c9862 elementor-widget elementor-widget-text-editor\" data-id=\"13c9862\" data-element_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<p style=\"text-align: center;\"><strong>Atelier Interdisciplinaire <em>Machine Learning<\/em> ( ou apprentissage automatique)<\/strong><\/p><p>Acronyme\u00a0: AI<br \/><strong>Animatrice<\/strong> Anne Johannet<\/p><p>Depuis quelques ann\u00e9es dans le domaine de l\u2019environnement et de la sant\u00e9 il y a une explosion des capacit\u00e9s de mesure : les capteurs deviennent de moins en moins chers et de plus en plus nombreux \u00e0 \u00eatre utilis\u00e9s pour mesurer des grandeurs distribu\u00e9es, variant dans le temps, non stationnaires, issues de processus complexes (non lin\u00e9aires,\u00a0 h\u00e9t\u00e9rog\u00e8nes, anisotropes). Les difficult\u00e9s d\u2019observation se cumulent et donnent lieu \u00e0 des d\u00e9ploiements massifs de capteurs connect\u00e9s ou non.<\/p><p>Or, analyser de grandes quantit\u00e9s d\u2019information gr\u00e2ce \u00e0 des capteurs distribu\u00e9s et\/ou connect\u00e9s, ne se fait pas \u00ab\u00a0\u00e0 l\u2019\u0153il\u00a0\u00bb, mais avec des <strong>algorithmes d\u2019apprentissage automatique<\/strong>. C\u2019est ce que l\u2019on appelle le <em>machine Learning<\/em> et cela comprend entre autres : les r\u00e9seaux de neurones, les algorithmes g\u00e9n\u00e9tiques, la logique floue, et autres \u2026<\/p><p>Questions de recherche identifi\u00e9es :<\/p><ul><li>Quelle m\u00e9thode choisir pour quel probl\u00e8me, \u2026 quand ne pas utiliser ces m\u00e9thodes ?<\/li><li>Quelle quantit\u00e9 minimale de donn\u00e9es, quel \u00ab\u00a0bruit\u00a0\u00bb tol\u00e9rable ?<\/li><li>Quelles interactions avec les mod\u00e8les physiques et conceptuels, quelles plus-values et quelles limitations ?<\/li><\/ul><p>Le dernier point permet une interaction forte avec l\u2019Atelier de Mod\u00e9lisation Interdisciplinaire\u00a0 \u2013 Informatique Scientifique<\/p><p>Des collaborations internationales seront recherch\u00e9es via des th\u00e8ses en cotutelle ou des programmes internationaux.<\/p><p>L\u2019<strong>animation<\/strong> de l\u2019atelier sera faite par des r\u00e9unions p\u00e9riodiques (tous les 2 mois) et des s\u00e9minaires ouverts \u00e0 l\u2019Unit\u00e9.<\/p><p class=\"justify\">Mots cl\u00e9s\u00a0: machine learning, apprentissage statistique, apprentissage automatique, r\u00e9seaux de neurones, apprentissage profond, mod\u00e9lisation, hydrosyst\u00e8mes<\/p>\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>AteliErs Transversaux 2 ateliers transversaux Atelier de Mod\u00e9lisation Interdisciplinaire-Informatique Scientifique Machine learning Atelier de Mod\u00e9lisation Interdisciplinaire-Informatique Scientifique (Aide \u00e0 la conception et \u00e0 la Mise en Oeuvre)- AMIIS (ACME) Responsable : A. Dezetter Bas\u00e9 sur les constats suivants\u00a0: nombreux mod\u00e8les et mod\u00e9lisateurs \u00e0 HSM mod\u00e8les \u00ab\u00a0maison\u00a0\u00bb\u00a0: ATHYS, HDSM, KARSTMOD, SW2D, RNF .. autres mod\u00e8les utilis\u00e9s &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.hydrosciences.org\/?page_id=6170&#038;lang=fr\"> <span class=\"screen-reader-text\">Ateliers transversaux<\/span> Lire la suite \u00bb<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"","footnotes":""},"class_list":["post-6170","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ateliers transversaux - HydroSciences Montpellier<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hydrosciences.org\/?page_id=6170&lang=fr\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ateliers transversaux - HydroSciences Montpellier\" \/>\n<meta property=\"og:description\" content=\"AteliErs Transversaux 2 ateliers transversaux Atelier de Mod\u00e9lisation Interdisciplinaire-Informatique Scientifique Machine learning Atelier de Mod\u00e9lisation Interdisciplinaire-Informatique Scientifique (Aide \u00e0 la conception et \u00e0 la Mise en Oeuvre)- AMIIS (ACME) Responsable : A. 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