CINXE.COM
Scientific integrity | PSL
<!DOCTYPE html> <html lang="en" dir="ltr" prefix="content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# "> <head> <meta charset="utf-8" /> <script>var _mtm = window._mtm = window._mtm || [];_mtm.push({"mtm.startTime": (new Date().getTime()), "event": "mtm.Start"});var d = document, g = d.createElement("script"), s = d.getElementsByTagName("script")[0];g.type = "text/javascript";g.async = true;g.src="https://matomo.psl.eu/js/container_hiK0OYeY.js";s.parentNode.insertBefore(g, s);</script> <meta name="Generator" content="Drupal 10 (https://www.drupal.org)" /> <meta name="MobileOptimized" content="width" /> <meta name="HandheldFriendly" content="true" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <style>div#sliding-popup, div#sliding-popup .eu-cookie-withdraw-banner, .eu-cookie-withdraw-tab {background: #ebedef} div#sliding-popup.eu-cookie-withdraw-wrapper { background: transparent; } #sliding-popup h1, #sliding-popup h2, #sliding-popup h3, #sliding-popup p, #sliding-popup label, #sliding-popup div, .eu-cookie-compliance-more-button, .eu-cookie-compliance-secondary-button, .eu-cookie-withdraw-tab { color: #000000;} .eu-cookie-withdraw-tab { border-color: #000000;}</style> <link rel="icon" href="//static.psl.eu/sites/default/files/favicon.ico" type="image/vnd.microsoft.icon" /> <link rel="alternate" hreflang="fr" href="https://psl.eu/recherche/la-recherche-psl/integrite-scientifique" /> <link rel="alternate" hreflang="en" href="https://psl.eu/en/research/research-psl/scientific-integrity" /> <link rel="canonical" href="https://psl.eu/en/research/research-psl/scientific-integrity" /> <link rel="shortlink" href="https://psl.eu/en/node/4568" /> <script src="/sites/default/files/eu_cookie_compliance/eu_cookie_compliance.script.js?sqwa8l" defer></script> <title>Scientific integrity | PSL</title> <link rel="stylesheet" media="all" href="//maxcdn.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css" /> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_pDc47EEFtZ6aBBAK6p_afmWuBLCO5CJXzJRvZqEF4Vo.css?delta=1&language=en&theme=custom_theme&include=eJx1kGtuAyEMhC-E4EjIC7OsFYMRhka5fWkURarS_hlLn-3xwzQxSazITFG43SzYB_LzQoWzh03UcJDBpWVTa3wmgs3Hriu_IaUEs6Tt5OKwYlK9MXaoXZhaQvgLxoyTlkyXdCDksTqJ70PL2GbujuPUUcMr-h_5gJA9vk2fMYllL6-lCP4tq9uYCtwX427hqb5qXrul06AyqF_23uRN_Gp9HcJ2IbvXy4z3GQjHmlObfQMPhIi9" /> <link rel="stylesheet" media="all" href="https://cdn.jsdelivr.net/npm/bootstrap@3.4.1/dist/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" /> <link rel="stylesheet" media="all" href="https://cdn.jsdelivr.net/npm/@unicorn-fail/drupal-bootstrap-styles@0.0.1/dist/3.4.0/8.x-3.x/drupal-bootstrap.min.css" integrity="sha512-oBCQwfTD4N6GNd7e5abU5e6i4wDNDQ23bPUxXJDfzH0QazxmngDQEWoQ6Zz51pQN49uw9WNDhkbc4euTx1RZMA==" crossorigin="anonymous" /> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_t6q5yYYfkNMCjxS_jSGpxtIIdjGQZvYSnZGV9E3Bbkk.css?delta=4&language=en&theme=custom_theme&include=eJx1kGtuAyEMhC-E4EjIC7OsFYMRhka5fWkURarS_hlLn-3xwzQxSazITFG43SzYB_LzQoWzh03UcJDBpWVTa3wmgs3Hriu_IaUEs6Tt5OKwYlK9MXaoXZhaQvgLxoyTlkyXdCDksTqJ70PL2GbujuPUUcMr-h_5gJA9vk2fMYllL6-lCP4tq9uYCtwX427hqb5qXrul06AyqF_23uRN_Gp9HcJ2IbvXy4z3GQjHmlObfQMPhIi9" /> <script type="application/json" data-drupal-selector="drupal-settings-json">{"path":{"baseUrl":"\/","pathPrefix":"en\/","currentPath":"node\/4568","currentPathIsAdmin":false,"isFront":false,"currentLanguage":"en"},"pluralDelimiter":"\u0003","suppressDeprecationErrors":true,"gtm":{"tagId":null,"settings":{"data_layer":"dataLayer","include_classes":false,"allowlist_classes":"","blocklist_classes":"","include_environment":false,"environment_id":"","environment_token":""},"tagIds":["GTM-NSXZ6T"]},"gtag":{"tagId":"","consentMode":true,"otherIds":[],"events":[],"additionalConfigInfo":[]},"ajaxPageState":{"libraries":"eJyFkOtuBCEIhV_I6CMZVMahi2IGnO2-fe2ml2y3af8cwncIOZBETO2AEYYMOfFw6YuYCBsNl6eatGg7NgyQM6pm6RvVR0ftxtSrwxmzyIVwlTaYoGcMv8FYcIPJ5qpIZYwGNdQlP3sPL_D6CJsbcEBdKXcN5ZgD2H8TP_uYiUl3LE4lE3BsWAjiCnjR8Iz8_YTPWaUVEUOaZtLV6U0NW0ig6E7Cq4a7-iZlMrorpk2OFj6qR16ruvmCBsTqFc7_h0xq_WNXWz-H-uy_yxtb0bEX","theme":"custom_theme","theme_token":null},"ajaxTrustedUrl":{"form_action_p_pvdeGsVG5zNF_XLGPTvYSKCf43t8qZYSwcfZl2uzM":true,"\/en\/search\/result":true},"cookieDomain":".psl.eu","eu_cookie_compliance":{"cookie_policy_version":"1.0.0","popup_enabled":true,"popup_agreed_enabled":false,"popup_hide_agreed":false,"popup_clicking_confirmation":false,"popup_scrolling_confirmation":false,"popup_html_info":"\u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-withdraw-tab\u0022\u003EGestion des cookies\u003C\/button\u003E\n\u003Cdiv role=\u0022alertdialog\u0022 aria-labelledby=\u0022popup-text\u0022 class=\u0022eu-cookie-compliance-banner eu-cookie-compliance-banner-info eu-cookie-compliance-banner--categories\u0022 aria-modal=\u0022true\u0022\u003E\n \u003Cdiv class=\u0022popup-content info eu-cookie-compliance-content\u0022\u003E\n \u003Cdiv class=\u0022message\u0022\u003E\n \u003Ch2\u003EVos param\u00e8tres de cookies\u003C\/h2\u003E\n\u003Cp\u003EVous naviguez sur le site de l\u2019Universit\u00e9 PSL. L\u2019Universit\u00e9 PSL, responsable de traitement, utilise des cookies pour la r\u00e9alisation de statistiques ainsi que pour l\u2019optimisation du site. Vous pouvez accepter ou refuser l\u2019utilisation de cookies, ainsi que personnaliser vos pr\u00e9f\u00e9rences. Nous conservons votre choix pendant 3 mois. Vous pouvez changer d\u2019avis \u00e0 tout moment en cliquant sur l\u2019ic\u00f4ne \u00ab Gestion des cookies \u00bb en bas \u00e0 gauche sur toutes les pages de notre site internet.\u003C\/p\u003E\n\n \u003Ca href=\u0022\/en\/privacy-policy\u0022 class=\u0022find-more-button eu-cookie-compliance-more-button\u0022 title=\u0022Learn more about our cookie management\u0022\u003EPlus d\u0026#039;informations\u003C\/a\u003E\n \u003C\/div\u003E\n\n \u003Cdiv id=\u0022eu-cookie-compliance-categories\u0022 class=\u0022eu-cookie-compliance-categories\u0022\u003E\n \u003Cdiv class=\u0022eu-cookie-compliance-category\u0022\u003E\n \u003Cdiv\u003E\n \u003Cinput type=\u0022checkbox\u0022 name=\u0022cookie-categories\u0022 id=\u0022cookie-category-required\u0022\n value=\u0022required\u0022\n checked disabled \u003E\n \u003Clabel for=\u0022cookie-category-required\u0022\u003ECookies obligatoire (session Drupal)\u003C\/label\u003E\n \u003C\/div\u003E\n \u003Cp class=\u0022eu-cookie-compliance-category-description\u0022\u003ECes cookies sont strictement obligatoires au bon fonctionnent du site.\u003C\/p\u003E\n \u003C\/div\u003E\n \u003Cdiv class=\u0022eu-cookie-compliance-category\u0022\u003E\n \u003Cdiv\u003E\n \u003Cinput type=\u0022checkbox\u0022 name=\u0022cookie-categories\u0022 id=\u0022cookie-category-video\u0022\n value=\u0022video\u0022\n \u003E\n \u003Clabel for=\u0022cookie-category-video\u0022\u003ECookies vid\u00e9os\u003C\/label\u003E\n \u003C\/div\u003E\n \u003Cp class=\u0022eu-cookie-compliance-category-description\u0022\u003EIls permettent la visualisation des vid\u00e9os sur notre site. (Youtube) \u003C\/p\u003E\n \u003C\/div\u003E\n \u003Cdiv class=\u0022eu-cookie-compliance-category\u0022\u003E\n \u003Cdiv\u003E\n \u003Cinput type=\u0022checkbox\u0022 name=\u0022cookie-categories\u0022 id=\u0022cookie-category-stats\u0022\n value=\u0022stats\u0022\n \u003E\n \u003Clabel for=\u0022cookie-category-stats\u0022\u003ECookies de mesure d\u0026#039;audience\u003C\/label\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n \n \u003Cdiv id=\u0022popup-buttons\u0022 class=\u0022eu-cookie-compliance-buttons eu-cookie-compliance-has-categories\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-compliance-save-preferences-button hidden eu-cookie-compliance-save-preferences-button save-button\u0022 data-cookie-trigger data-cookies-save\u003E\n Enregistrer mes choix\n \u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022agree-button eu-cookie-compliance-default-button\u0022 title=\u0022Accepter tous les cookies\u0022\u003ETout accepter\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookies__btn btn-primary show-pref-button\u0022 aria-label=\u0022Param\u00e8tres des cookies\u0022 aria-expanded=\u0022false\u0022 aria-controls=\u0022eu-cookie-compliance-categories\u0022 data-cookie-trigger=\u0022\u0022 data-original-text=\u0022Param\u00e9trer\u0022\u003EParam\u00e9trer\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookies__btn refuse-button\u0022\u003ETout refuser\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E","use_mobile_message":false,"mobile_popup_html_info":"\u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-withdraw-tab\u0022\u003EGestion des cookies\u003C\/button\u003E\n\u003Cdiv role=\u0022alertdialog\u0022 aria-labelledby=\u0022popup-text\u0022 class=\u0022eu-cookie-compliance-banner eu-cookie-compliance-banner-info eu-cookie-compliance-banner--categories\u0022 aria-modal=\u0022true\u0022\u003E\n \u003Cdiv class=\u0022popup-content info eu-cookie-compliance-content\u0022\u003E\n \u003Cdiv class=\u0022message\u0022\u003E\n \n \u003Ca href=\u0022\/en\/privacy-policy\u0022 class=\u0022find-more-button eu-cookie-compliance-more-button\u0022 title=\u0022Learn more about our cookie management\u0022\u003EPlus d\u0026#039;informations\u003C\/a\u003E\n \u003C\/div\u003E\n\n \u003Cdiv id=\u0022eu-cookie-compliance-categories\u0022 class=\u0022eu-cookie-compliance-categories\u0022\u003E\n \u003Cdiv class=\u0022eu-cookie-compliance-category\u0022\u003E\n \u003Cdiv\u003E\n \u003Cinput type=\u0022checkbox\u0022 name=\u0022cookie-categories\u0022 id=\u0022cookie-category-required\u0022\n value=\u0022required\u0022\n checked disabled \u003E\n \u003Clabel for=\u0022cookie-category-required\u0022\u003ECookies obligatoire (session Drupal)\u003C\/label\u003E\n \u003C\/div\u003E\n \u003Cp class=\u0022eu-cookie-compliance-category-description\u0022\u003ECes cookies sont strictement obligatoires au bon fonctionnent du site.\u003C\/p\u003E\n \u003C\/div\u003E\n \u003Cdiv class=\u0022eu-cookie-compliance-category\u0022\u003E\n \u003Cdiv\u003E\n \u003Cinput type=\u0022checkbox\u0022 name=\u0022cookie-categories\u0022 id=\u0022cookie-category-video\u0022\n value=\u0022video\u0022\n \u003E\n \u003Clabel for=\u0022cookie-category-video\u0022\u003ECookies vid\u00e9os\u003C\/label\u003E\n \u003C\/div\u003E\n \u003Cp class=\u0022eu-cookie-compliance-category-description\u0022\u003EIls permettent la visualisation des vid\u00e9os sur notre site. (Youtube) \u003C\/p\u003E\n \u003C\/div\u003E\n \u003Cdiv class=\u0022eu-cookie-compliance-category\u0022\u003E\n \u003Cdiv\u003E\n \u003Cinput type=\u0022checkbox\u0022 name=\u0022cookie-categories\u0022 id=\u0022cookie-category-stats\u0022\n value=\u0022stats\u0022\n \u003E\n \u003Clabel for=\u0022cookie-category-stats\u0022\u003ECookies de mesure d\u0026#039;audience\u003C\/label\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n \n \u003Cdiv id=\u0022popup-buttons\u0022 class=\u0022eu-cookie-compliance-buttons eu-cookie-compliance-has-categories\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-compliance-save-preferences-button hidden eu-cookie-compliance-save-preferences-button save-button\u0022 data-cookie-trigger data-cookies-save\u003E\n Enregistrer mes choix\n \u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022agree-button eu-cookie-compliance-default-button\u0022 title=\u0022Accepter tous les cookies\u0022\u003ETout accepter\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookies__btn btn-primary show-pref-button\u0022 aria-label=\u0022Param\u00e8tres des cookies\u0022 aria-expanded=\u0022false\u0022 aria-controls=\u0022eu-cookie-compliance-categories\u0022 data-cookie-trigger=\u0022\u0022 data-original-text=\u0022Param\u00e9trer\u0022\u003EParam\u00e9trer\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookies__btn refuse-button\u0022\u003ETout refuser\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E","mobile_breakpoint":768,"popup_html_agreed":false,"popup_use_bare_css":false,"popup_height":"auto","popup_width":"100%","popup_delay":200,"popup_link":"https:\/\/www.psl.eu\/politique-de-confidentialite","popup_link_new_window":true,"popup_position":false,"fixed_top_position":true,"popup_language":"en","store_consent":true,"better_support_for_screen_readers":false,"cookie_name":"","reload_page":false,"domain":"","domain_all_sites":false,"popup_eu_only":false,"popup_eu_only_js":false,"cookie_lifetime":100,"cookie_session":0,"set_cookie_session_zero_on_disagree":0,"disagree_do_not_show_popup":false,"method":"categories","automatic_cookies_removal":true,"allowed_cookies":"other:cookie1\r\nstats:__cfduid\r\nstats:__Secure-*\r\nstats:_ga\r\nstats:_ga_*\r\nstats:_gid\r\nstats:_gat\r\nstats:uvc\r\nstats:CONSENT\r\nstats:1P_JAR\r\nstats:_pk_hsr.*\r\nvideo:AEC\r\nvideo:DV\r\nvideo:NID\r\nvideo:APISID\r\nvideo:HSID\r\nvideo:LOGIN_INFO\r\nvideo:PREF\r\nvideo:SAPISID\r\nvideo:SSESS*\r\nvideo:UULE\r\nvideo:SID\r\nvideo:SIDCC\r\nvideo:SSID\r\nvideo:VISITOR_INFO1_LIVE\r\nvideo:YSC\r\nvideo:OTZ\r\nvideo:1P_JAR\r\nvideo:UID\r\nvideo:UIDR\r\nvideo:client_token\r\nvideo:damd\r\nvideo:dmvk\r\nvideo:ts\r\nvideo:v1st","withdraw_markup":"\u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-withdraw-tab\u0022\u003EGestion des cookies\u003C\/button\u003E\n\u003Cdiv aria-labelledby=\u0022popup-text\u0022 class=\u0022eu-cookie-withdraw-banner\u0022\u003E\n \u003Cdiv class=\u0022popup-content info eu-cookie-compliance-content\u0022\u003E\n \u003Cdiv id=\u0022popup-text\u0022 class=\u0022eu-cookie-compliance-message\u0022 role=\u0022document\u0022\u003E\n \n \u003C\/div\u003E\n \u003Cdiv id=\u0022popup-buttons\u0022 class=\u0022eu-cookie-compliance-buttons\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-withdraw-button \u0022\u003E\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E","withdraw_enabled":true,"reload_options":0,"reload_routes_list":"","withdraw_button_on_info_popup":true,"cookie_categories":["required","video","stats"],"cookie_categories_details":{"required":{"uuid":"5dd3c638-6ae3-4eee-aa09-25feb861d3d6","langcode":"fr","status":true,"dependencies":[],"id":"required","label":"Cookies obligatoire (session Drupal)","description":"Ces cookies sont strictement obligatoires au bon fonctionnent du site.","checkbox_default_state":"required","weight":-10},"video":{"uuid":"7294ba58-c616-4a5a-b768-e58eb40ff280","langcode":"fr","status":true,"dependencies":[],"id":"video","label":"Cookies vid\u00e9os","description":"Ils permettent la visualisation des vid\u00e9os sur notre site. (Youtube) ","checkbox_default_state":"unchecked","weight":-8},"stats":{"uuid":"fa8ff775-4f1b-47e8-9b02-fca76ba346ff","langcode":"fr","status":true,"dependencies":[],"id":"stats","label":"Cookies de mesure d\u0027audience","description":"","checkbox_default_state":"unchecked","weight":-7}},"enable_save_preferences_button":true,"cookie_value_disagreed":"0","cookie_value_agreed_show_thank_you":"1","cookie_value_agreed":"2","containing_element":"body","settings_tab_enabled":true,"olivero_primary_button_classes":"","olivero_secondary_button_classes":"","close_button_action":"close_banner","open_by_default":true,"modules_allow_popup":true,"hide_the_banner":false,"geoip_match":true},"bootstrap":{"forms_has_error_value_toggle":1,"modal_animation":1,"modal_backdrop":"true","modal_focus_input":1,"modal_keyboard":1,"modal_select_text":1,"modal_show":1,"modal_size":"","popover_enabled":1,"popover_animation":1,"popover_auto_close":1,"popover_container":"body","popover_content":"","popover_delay":"0","popover_html":0,"popover_placement":"right","popover_selector":"","popover_title":"","popover_trigger":"click","tooltip_enabled":1,"tooltip_animation":1,"tooltip_container":"body","tooltip_delay":"0","tooltip_html":0,"tooltip_placement":"auto left","tooltip_selector":"","tooltip_trigger":"hover"},"user":{"uid":0,"permissionsHash":"7330b25061b6d016bab60d9bafdb6d0f847f34df7fc68a86827eb5c26061cb95"}}</script> <script src="/sites/default/files/js/js_8kumB_pDlZLA2EUc_-OZA5E1MsS9Kn-1T4h4XtWDAA0.js?scope=header&delta=0&language=en&theme=custom_theme&include=eJyFkEsOwjAMRC8UJUeKXOMaQxJHtVvg9gSJRfmJjUfzNIvx4GquNfuRKiXzW5HGAfcQEMkMtc3CgdaMqmehIbUXgYaUvsHAqlwoO3Bir68W-N1HOME1TKpuvkBPXbtutOyIqxaXHi40zbrU9NT4OB-QymjePB7IQYpFg43-hlx5VPoZq2MFYAqmKFCyyXiV0rS6a7M7ex-ASQ"></script> </head> <body class="path-node page-node-type-article has-glyphicons"> <a href="#main-content" class="visually-hidden focusable skip-link"> Skip to main content </a> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-NSXZ6T" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <div class="dialog-off-canvas-main-canvas" data-off-canvas-main-canvas> <div class="loader"> <div class="loader__figure"></div> </div> <div class="header_menu"> <div class="main_menu_title"></div> </div> <div class="main_menu"> <div class="btn_close"></div> <div class="region region-responsive"> <nav role="navigation" aria-labelledby="block-menuprincipal-4-menu" id="block-menuprincipal-4"> <h2 class="visually-hidden" id="block-menuprincipal-4-menu">Menu Principal</h2> <ul class="menu"> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/university" data-drupal-link-system-path="node/604">University</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/university/sapere-aude" data-drupal-link-system-path="node/32">About us</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/university/sapere-aude" data-drupal-link-system-path="node/32">Sapere Aude</a> </li> <li class="niv-2"> <a href="/en/university/about-us/psl-quick-facts" data-drupal-link-system-path="node/674">PSL Quick facts</a> </li> <li class="niv-2"> <a href="/en/university/about-us/excellence-and-equal-opportunity" data-drupal-link-system-path="node/34">Excellence and Equal Opportunity</a> </li> <li class="niv-2"> <a href="/en/university/about-us/collections-and-heritage" data-drupal-link-system-path="node/759">Collections and Heritage</a> </li> <li class="niv-2"> <a href="/en/university/about-us/psl-z" data-drupal-link-system-path="node/342">PSL from A to Z</a> </li> <li class="niv-2"> <a href="/en/university/about-us/10-years-universite-psl" data-drupal-link-system-path="node/3998">10 years of Universit茅 PSL</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/university/schools" data-drupal-link-system-path="node/608">Schools</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/university/schools#universite" data-drupal-link-system-path="node/608">Universit茅 PSL</a> </li> <li class="niv-2"> <a href="/en/university/schools#partenaires" data-drupal-link-system-path="node/608">Partners</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/university/psl-international-rankings" data-drupal-link-system-path="node/1849">International rankings</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/university/organization" data-drupal-link-system-path="node/2585">Organization</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/university/organization#instances" data-drupal-link-system-path="node/2585">Governance</a> </li> <li class="niv-2"> <a href="/en/university/organization#sms" data-drupal-link-system-path="node/2585">Services</a> </li> <li class="niv-2"> <a href="/en/university/organization/psl-bylaws-and-regulatory-documents" data-drupal-link-system-path="node/3910">PSL bylaws and regulatory documents</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/news" data-drupal-link-system-path="actualites">News</a> </li> <li class="niv-1"> <a href="/en/universite/parisante-campus-la-ou-grandit-le-sante" data-drupal-link-system-path="node/3638">PariSant茅 Campus</a> </li> <li class="niv-1"> <a href="/en/university/investments-future-program" data-drupal-link-system-path="node/1037">Investments for the Future Program</a> </li> <li class="niv-1"> <a href="/en/university/media-relations-and-communications" data-drupal-link-system-path="node/40">Media Relations and Communications</a> </li> <li class="niv-1"> <a href="https://recrutement.psl.eu">Join us</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="https://psl.eu/fondation-psl">The PSL Foundation</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/support-psl" data-drupal-link-system-path="node/1753">Support PSL</a> </li> </ul> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/education" data-drupal-link-system-path="node/609">Education</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/find-your-curriculum" data-drupal-link-system-path="node/610">Find your curriculum</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/find-your-curriculum/bachelors-degree" data-drupal-link-system-path="node/569">Bachelor's degree</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/masters-degrees" data-drupal-link-system-path="node/776">Master's degree</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/doctoral-college-universite-psl" data-drupal-link-system-path="node/5691">Doctoral programs</a> </li> <li class="niv-2"> <a href="https://psl.eu/en/education/find-your-curriculum/psl-phd-tracks" data-drupal-link-system-path="node/3631">PhD Track</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/become-entrepreneur" data-drupal-link-system-path="node/84">Become an entrepreneur</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/life-long-learning" data-drupal-link-system-path="node/571">Life long learning</a> </li> <li class="niv-2"> <a href="/en/education/psls-graduate-programs" data-drupal-link-system-path="node/2434">Graduate Programs</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/admissions" data-drupal-link-system-path="node/5797">Admissions</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/admissions/undergraduate-admissions" data-drupal-link-system-path="node/5799">Undergraduate admissions</a> </li> <li class="niv-2"> <a href="/en/education/admissions/graduate-admissions" data-drupal-link-system-path="node/5800">Graduate admissions</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/psl-voices" data-drupal-link-system-path="node/6359">PSL voices : by students, for students</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/psl-voices/blog" data-drupal-link-system-path="node/6016">PSL student blog </a> </li> <li class="niv-2"> <a href="/en/education/psl-voices-students-students/student-stories" data-drupal-link-system-path="node/2491">Student stories</a> </li> <li class="niv-2"> <a href="/en/education/psl-voices-students-students/get-touch-our-students-and-staff" data-drupal-link-system-path="node/3399">Get in touch with our students</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/education/international-students" data-drupal-link-system-path="node/3540">International students</a> </li> <li class="niv-1"> <a href="/en/node/5464" data-drupal-link-system-path="node/5464">Nos instituts</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/customise-your-courses" data-drupal-link-system-path="node/6386">Personnalisez vos cursus</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/personnalisez-vos-cursus/certifying-minors" target="_self" data-drupal-link-system-path="node/6790">Mineures certifiantes</a> </li> <li class="niv-2"> <a href="/en/education/keys-academic-success/urop-internships-research-experience-undergraduate-level" data-drupal-link-system-path="node/5179">UROP internships - Research experience from undergraduate level</a> </li> <li class="niv-2"> <a href="/en/education/personnalisez-vos-cursus/psl-week-immerse-yourself-discipline-your-choice" data-drupal-link-system-path="node/7166">PSL Weeks</a> </li> <li class="niv-2"> <a href="/en/education/language-resource-center" data-drupal-link-system-path="node/5084">Language resource centre</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/education/keys-academic-success" data-drupal-link-system-path="node/582">Keys to academic success</a> </li> <li class="niv-1"> <a href="https://innovation-pedagogique.psl.eu/">Centre d鈥檌nnovation p茅dagogique</a> </li> <li class="niv-1"> <a href="/en/node/5024" data-drupal-link-system-path="node/5024">Egalit茅 des chances et aide 脿 la r茅ussite</a> </li> </ul> </li> <li class="parent active niv-0"> <div style="position:relative"> <a href="/en/research" data-drupal-link-system-path="node/602">Research</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent active niv-1"> <div style="position:relative"> <a href="/en/research/research-psl" data-drupal-link-system-path="node/57">Research at PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/research/research-psl/hrs4r" data-drupal-link-system-path="node/2646">HRS4R</a> </li> <li class="active niv-2"> <a href="/en/research/research-psl/scientific-integrity" data-drupal-link-system-path="node/4568" class="is-active" aria-current="page">Scientific integrity</a> </li> <li class="niv-2"> <a href="https://psl.eu/en/signature-policy-on-scientific-publications" data-drupal-link-system-path="node/2939">Signature policy on scientific publications</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/education/psls-graduate-programs" data-drupal-link-system-path="node/2434">Graduate programs</a> </li> <li class="niv-1"> <a href="https://psl.eu/les-grands-programmes-de-recherche-de-luniversite-psl">Grands Programmes de Recherche</a> </li> <li class="niv-1"> <a href="/en/research/research-institutes-and-labs" data-drupal-link-system-path="node/2968">Research institutes and labs</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/research/support-researchers" data-drupal-link-system-path="node/2970">Support for researchers</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/research/support-researchers/psl-calls-proposals" data-drupal-link-system-path="node/62">Call for Proposals</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships" data-drupal-link-system-path="node/65">Doctoral studies and Postdoctoral Fellowships</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="https://psl.eu/college-doctoral-de-luniversite-psl">Doctorat</a> </li> <li class="niv-2"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships/psl-postdoctoral-programs" data-drupal-link-system-path="node/66">Postdoctoral fellows</a> </li> <li class="niv-2"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships/welcome-desk-researchers" data-drupal-link-system-path="node/6618">Welcome Desk</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/research/life-sciences-ds" data-drupal-link-system-path="node/5828">Doctoral school</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/research/documentation-and-outreach" data-drupal-link-system-path="node/67">Documentation and knowledge dissemination</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="https://explore.psl.eu/fr/ressources-et-savoirs-psl/bibliotheques-musees">Libraries and museums</a> </li> <li class="niv-2"> <a href="https://catalogue.explore.psl.eu/primo-explore/search?vid=33PSL_V1&lang=en_US">PSL catalog</a> </li> <li class="niv-2"> <a href="https://bibnum.explore.psl.eu/s/psl/page/accueil">Digital collections</a> </li> <li class="niv-2"> <a href="https://explore.psl.eu/fr/se-former/tutoriels">Tutorials</a> </li> <li class="niv-2"> <a href="https://explore.psl.eu/fr/chercher/bases-de-donnees">Databases</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/node/5385" data-drupal-link-system-path="node/5385">Science & Soci茅t茅</a> </li> <li class="niv-1"> <a href="/en/research/universite-psls-major-research-programs" data-drupal-link-system-path="node/6711">Universit茅 PSL's Major Research Programs</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/innovation-entrepreneurship" data-drupal-link-system-path="node/601">Innovation</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/innovation/innovate-and-transfer" data-drupal-link-system-path="node/70">Innovate and transfer</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/innovation/innovate-and-transfer/protect" data-drupal-link-system-path="node/71">Protect your innovation</a> </li> <li class="niv-2"> <a href="/en/innovation/innovate-and-transfer/enhancing-and-transferring" data-drupal-link-system-path="node/72">Transfer your technology</a> </li> <li class="niv-2"> <a href="/en/innovation/innovate-and-transfer/financing" data-drupal-link-system-path="node/73">Find your funding</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/innovation/psls-innovation-labs-coworking-spaces" data-drupal-link-system-path="node/74">Innovation lab & coworking spaces</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/innovation/entrepreneurship-psl" data-drupal-link-system-path="node/75">Entrepreneurship at PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/researcher-and-entrepreneur" data-drupal-link-system-path="node/82">Researcher entrepreneurs</a> </li> <li class="niv-2"> <a href="/en/laboratory-start-ups" data-drupal-link-system-path="startup-des-laboratoires">Research lab start-ups</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/become-entrepreneur" data-drupal-link-system-path="node/84">Enterpreneurship Education</a> </li> <li class="niv-2"> <a href="/en/node/1930" data-drupal-link-system-path="node/1930">PSL Innovation Fund</a> </li> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/psl-tech-seed" data-drupal-link-system-path="node/3514">PSL Tech Seed</a> </li> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/psl-iteams" data-drupal-link-system-path="node/2121">PSL-iTeams</a> </li> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/psl-tech-acceleration" data-drupal-link-system-path="node/3513">PSL Tech Acceleration</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/innovation/company-relations" data-drupal-link-system-path="node/85">Corporate relations</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/innovation/corporate-relations/psl-technology" data-drupal-link-system-path="node/86">PSL Technology</a> </li> <li class="niv-2"> <a href="/en/innovation/corporate-relations/psls-administrative-supervision-supports-and-partners" data-drupal-link-system-path="node/3498">Our supports and partners</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/innovation/enterprise-innovation-psl-people" data-drupal-link-system-path="node/88">Enterprise & Innovation - People</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/campus-lifepsl" data-drupal-link-system-path="node/603">Life@PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/lifepsl/get-involved" data-drupal-link-system-path="node/90">Get involved</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/vie-de-campus/vie-associative/union-psl-le-bde-de-luniversite" data-drupal-link-system-path="node/3460">"Union PSL" PSL Student Organization</a> </li> <li class="niv-2"> <a href="/en/lifepsl/get-involved/psl-alumni" data-drupal-link-system-path="node/697">PSL Alumni</a> </li> <li class="niv-2"> <a href="http://unionpsl.psl.eu/annuaire.html">Student organizations</a> </li> <li class="niv-2"> <a href="/en/lifepsl/get-involved/funding-student-organizations" data-drupal-link-system-path="node/93">Funding for clubs & organizations</a> </li> <li class="niv-2"> <a href="/en/lifepsl/get-involved/orchestra-choir" data-drupal-link-system-path="node/95">Orchestra & Choir</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/vie-de-campus/services-etudiants" data-drupal-link-system-path="node/3551">Student services</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/lifepsl/psl-housing-service" data-drupal-link-system-path="node/3314">PSL Housing</a> </li> <li class="niv-2"> <a href="/en/helpline-against-harassment-and-violences" data-drupal-link-system-path="node/3318">Helpline against harassment and violences</a> </li> <li class="niv-2"> <a href="/en/lifepsl/student-services/student-health-service" data-drupal-link-system-path="node/5374">Student health service</a> </li> <li class="niv-2"> <a href="/en/lifepsl/student-services/psl-welcome-desk" data-drupal-link-system-path="node/4565">PSL Welcome Desk</a> </li> <li class="niv-2"> <a href="https://psl.eu/vie-de-campus/paris-est-notre-campus/se-restaurer/centre-mazet-de-la-vie-etudiante">Centre Mazet de la vie 茅tudiante</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/lifepsl/campus-life-paris" data-drupal-link-system-path="node/99">Campus life in Paris</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/financial-aids" data-drupal-link-system-path="node/583">Financial Aid</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/dining" data-drupal-link-system-path="node/100">Dining</a> </li> <li class="niv-2"> <a href="https://explore.psl.eu/fr/ressources-et-savoirs-psl/bibliotheques-musees">Biblioth猫ques & mus茅es</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/campus-maps-directions" data-drupal-link-system-path="node/103">Campus maps & directions</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/athletics" data-drupal-link-system-path="node/98">Athletics</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/see-explore-go-out" data-drupal-link-system-path="node/675">See, Explore, Go Out</a> </li> </ul> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/international" data-drupal-link-system-path="node/5255">International</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/international/study-abroad" data-drupal-link-system-path="node/584">Study abroad</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/international/study-teach-psl" data-drupal-link-system-path="node/5251">Study / teach at PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/international/study-teach-psl/psl-global-strategy-and-international-partnerships" data-drupal-link-system-path="node/5294">PSL Global: strategy and international partnerships</a> </li> <li class="niv-2"> <a href="/en/education/international-students" data-drupal-link-system-path="node/3540">International students: your application at PSL</a> </li> <li class="niv-2"> <a href="https://psl.eu/recherche/doctorat-et-post-doctorat/welcome-desk-chercheuse-chercheur">Welcome Desk - Researchers</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/universite/international/eelisa-european-engineering-learning-innovation-science-alliance" data-drupal-link-system-path="node/3330">European University - EELISA</a> </li> </ul> </li> </ul> </nav> <nav role="navigation" aria-labelledby="block-menusecondaire-2-menu" id="block-menusecondaire-2"> <h2 class="visually-hidden" id="block-menusecondaire-2-menu">Menu secondaire</h2> <div class="menu_secondaire"> <div class="btn_sec">You are...</div> <div class="close_btn"></div> <ul class="menu"> <li><a href="/en/education/admissions" data-drupal-link-system-path="node/5797">Admissions</a></li> <li><a href="/en/student" data-drupal-link-system-path="node/487">Student</a></li> <li><a href="/en/company" data-drupal-link-system-path="node/491">Company</a></li> <li><a href="/en/alumni" data-drupal-link-system-path="node/492">Alumni</a></li> </ul> </div> </nav> <section id="block-faireundonheader" class="block block-block-content block-block-content1c4543bc-4ae2-445e-ba0b-f417874fec31 clearfix"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field--item"><p><a href="https://www.ledonenligne.fr/associations/psluniv">Support PSL</a></p> <p class="responsive"><a href="https://www.ledonenligne.fr/associations/psluniv">Support PSL</a></p> </div> </section> <nav role="navigation" aria-labelledby="block-programmesgradues-2-menu" id="block-programmesgradues-2"> <h2 id="block-programmesgradues-2-menu">Programmes gradu茅s</h2> <ul class="menu menu--programmes-gradues nav"> <li class="first"> <a href="/en/graduate-programs/graduate-programs-astrophysics" data-drupal-link-system-path="node/3401">Astrophysics</a> </li> <li> <a href="/en/graduate-programs/graduate-program-arts" data-drupal-link-system-path="node/3397">Arts</a> </li> <li> <a href="/en/graduate-programs/graduate-program-chemistry" data-drupal-link-system-path="node/3402">Chemistry</a> </li> <li> <a href="/en/graduate-programs/graduate-program-law" data-drupal-link-system-path="node/3404">Law</a> </li> <li> <a href="/en/graduate-programs/graduate-program-economics" data-drupal-link-system-path="node/3409">Economics</a> </li> <li> <a href="/en/graduate-programs/graduate-program-finance" data-drupal-link-system-path="node/3410">Finance</a> </li> <li> <a href="/en/graduate-programs/graduate-program-computer-science" data-drupal-link-system-path="node/3396">Computer Science</a> </li> <li> <a href="/en/graduate-programs/graduate-program-engineering-isai" data-drupal-link-system-path="node/3434">Engineering</a> </li> <li> <a href="/en/graduate-programs/graduate-program-management" data-drupal-link-system-path="node/3435">Management</a> </li> <li> <a href="/en/graduate-programs/mathematics-and-applications" data-drupal-link-system-path="node/3436">Mathematics and Applications</a> </li> <li> <a href="/en/graduate-programs/graduate-program-physics" data-drupal-link-system-path="node/3437">Physics</a> </li> <li> <a href="/en/graduate-programs/graduate-program-earth-science-and-biodiversity" data-drupal-link-system-path="node/3438">Earth Science and Biodiversity</a> </li> <li> <a href="/en/graduate-programs/graduate-program-religious-studies" data-drupal-link-system-path="node/3377">Religious Studies</a> </li> <li> <a href="/en/graduate-programs/graduate-program-life-sciences" data-drupal-link-system-path="node/3383">Life Sciences</a> </li> <li> <a href="/en/graduate-programs/graduate-program-historical-sciences" data-drupal-link-system-path="node/3422">Historical Sciences</a> </li> <li> <a href="/en/graduate-programs/social-sciences" data-drupal-link-system-path="node/3423">Social Sciences</a> </li> <li> <a href="/en/graduate-programs/graduate-program-cognitive-sciences" data-drupal-link-system-path="node/3424">Cognitive Sciences</a> </li> <li class="last"> <a href="/en/graduate-programs/translitterae-graduate-program" data-drupal-link-system-path="node/3425">Translitter忙</a> </li> </ul> </nav> <section class="language-switcher-language-url block block-language block-language-blocklanguage-interface clearfix" id="block-selecteurdelangue-3" role="navigation"> <ul class="lang"> <a class="dropdown-toggle" data-toggle="dropdown" href="#" role="button" aria-haspopup="true" aria-expanded="false">en<span>▼</span></a> <div class="dropdown-menu"><a href="/recherche/la-recherche-psl/integrite-scientifique" class="link_bottom_line" hreflang="fr" data-drupal-link-system-path="node/4568">fr</a><a href="/en/research/research-psl/scientific-integrity" class="link_bottom_line is-active" hreflang="en" data-drupal-link-system-path="node/4568" aria-current="page">en</a></div> </ul> </section> </div> <div class="nom_liste"> <div class="title">Schools</div> </div> <div class="search_bouton"></div> </div> <div class="main_menu_bg"></div> <div class="etablisssement"> <div class="region region-navigation"> <nav role="navigation" aria-labelledby="block-etablissementsmembres-menu" id="block-etablissementsmembres"> <h2 class="visually-hidden" id="block-etablissementsmembres-menu">脡tablissements - Membres</h2> <ul class="menu menu--etablissements nav"> <li class="first"> <a href="/en/ecole-nationale-superieure-de-chimie-de-paris-psl" data-drupal-link-system-path="node/147">Chimie ParisTech - PSL</a> </li> <li> <a href="/ecoles-et-instituts/associes/conservatoire-national-superieur-dart-dramatique">Conservatoire National Sup茅rieur d鈥橝rt Dramatique - PSL</a> </li> <li> <a href="/universite/nos-etablissements/luniversite-psl/universite-paris-dauphine">Dauphine - PSL</a> </li> <li> <a href="/ecoles-et-instituts/membres/ecole-nationale-des-chartes">脡cole nationale des chartes - PSL</a> </li> <li> <a href="/ecoles-et-instituts/membres/ecole-normale-superieure">脡cole normale sup茅rieure - PSL</a> </li> <li> <a href="/ecoles-et-instituts/membres/ecole-pratique-des-hautes-etudes">脡cole Pratique des Hautes 脡tudes - PSL</a> </li> <li> <a href="/ecoles-et-instituts/membres/espci-paris">ESPCI Paris - PSL</a> </li> <li> <a href="/en/university/schools/mines-paris-psl" data-drupal-link-system-path="node/24">MINES Paris - PSL</a> </li> <li> <a href="/ecoles-et-instituts/membres/observatoire-de-paris">Observatoire de Paris - PSL</a> </li> <li> <a href="https://psl.eu/ecole-nationale-superieure-darchitecture-paris-malaquais">Ecole Nationale Sup茅rieure d'Architecture de Paris Malaquais - PSL</a> </li> <li class="last"> <a href="https://psl.eu/ecole-des-arts-decoratifs-paris-psl">Ecole des Arts D茅coratifs de Paris - PSL</a> </li> </ul> </nav> </div> </div> <div role="main" class="main-container container js-quickedit-main-content"> <div class="row"> <div class="header_block col-sm-12" role="heading"> <div class="region region-header"> <section id="block-faireundon" class="block block-block-content block-block-content1c4543bc-4ae2-445e-ba0b-f417874fec31 clearfix"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field--item"><p><a href="https://www.ledonenligne.fr/associations/psluniv">Support PSL</a></p> <p class="responsive"><a href="https://www.ledonenligne.fr/associations/psluniv">Support PSL</a></p> </div> </section> <nav role="navigation" aria-labelledby="block-menusecondaire-menu" id="block-menusecondaire"> <h2 class="visually-hidden" id="block-menusecondaire-menu">Menu secondaire</h2> <div class="menu_secondaire"> <div class="btn_sec">You are...</div> <div class="close_btn"></div> <ul class="menu"> <li><a href="/en/education/admissions" data-drupal-link-system-path="node/5797">Admissions</a></li> <li><a href="/en/student" data-drupal-link-system-path="node/487">Student</a></li> <li><a href="/en/company" data-drupal-link-system-path="node/491">Company</a></li> <li><a href="/en/alumni" data-drupal-link-system-path="node/492">Alumni</a></li> </ul> </div> </nav> <section id="block-clear-2" class="block block-block-content block-block-contentf6807730-7e78-4f5b-b7bd-f76f4652f48d clearfix"> </section> <a class="logo navbar-btn pull-left" href="/en" title="Home" rel="home"> <img src="//static.psl.eu/sites/default/files/LOGO-PSL.png" alt="Home" /> </a> <section id="block-accessconfig" class="block block-custom-front block-accessconfig-block clearfix"> <div class="access_block"> <div id="accessconfig" class='accessconfig' data-accessconfig-buttonname="" data-accessconfig-params='{ "Prefix" : "a42-ac", "ContainerClass" : "","ModalCloseButton" : "","ModalTitle" : "","FormFieldset" : "","FormFieldsetLegend" : "","FormRadio" : "", "ImageReplacement": false}'></div> </div> </section> <section class="language-switcher-language-url block block-language block-language-blocklanguage-interface clearfix" id="block-selecteurdelangue" role="navigation"> <ul class="lang"> <a class="dropdown-toggle" data-toggle="dropdown" href="#" role="button" aria-haspopup="true" aria-expanded="false">en<span>▼</span></a> <div class="dropdown-menu"><a href="/recherche/la-recherche-psl/integrite-scientifique" class="link_bottom_line" hreflang="fr" data-drupal-link-system-path="node/4568">fr</a><a href="/en/research/research-psl/scientific-integrity" class="link_bottom_line is-active" hreflang="en" data-drupal-link-system-path="node/4568" aria-current="page">en</a></div> </ul> </section> <nav role="navigation" aria-labelledby="block-programmesgradues-menu" id="block-programmesgradues"> <h2 id="block-programmesgradues-menu"><a href="/en/education/psls-graduate-programs">Graduate Programs</a></h2> </a> <ul class="menu menu--programmes-gradues nav"> <li class="first"> <a href="/en/graduate-programs/graduate-programs-astrophysics" data-drupal-link-system-path="node/3401">Astrophysics</a> </li> <li> <a href="/en/graduate-programs/graduate-program-arts" data-drupal-link-system-path="node/3397">Arts</a> </li> <li> <a href="/en/graduate-programs/graduate-program-chemistry" data-drupal-link-system-path="node/3402">Chemistry</a> </li> <li> <a href="/en/graduate-programs/graduate-program-law" data-drupal-link-system-path="node/3404">Law</a> </li> <li> <a href="/en/graduate-programs/graduate-program-economics" data-drupal-link-system-path="node/3409">Economics</a> </li> <li> <a href="/en/graduate-programs/graduate-program-finance" data-drupal-link-system-path="node/3410">Finance</a> </li> <li> <a href="/en/graduate-programs/graduate-program-computer-science" data-drupal-link-system-path="node/3396">Computer Science</a> </li> <li> <a href="/en/graduate-programs/graduate-program-engineering-isai" data-drupal-link-system-path="node/3434">Engineering</a> </li> <li> <a href="/en/graduate-programs/graduate-program-management" data-drupal-link-system-path="node/3435">Management</a> </li> <li> <a href="/en/graduate-programs/mathematics-and-applications" data-drupal-link-system-path="node/3436">Mathematics and Applications</a> </li> <li> <a href="/en/graduate-programs/graduate-program-physics" data-drupal-link-system-path="node/3437">Physics</a> </li> <li> <a href="/en/graduate-programs/graduate-program-earth-science-and-biodiversity" data-drupal-link-system-path="node/3438">Earth Science and Biodiversity</a> </li> <li> <a href="/en/graduate-programs/graduate-program-religious-studies" data-drupal-link-system-path="node/3377">Religious Studies</a> </li> <li> <a href="/en/graduate-programs/graduate-program-life-sciences" data-drupal-link-system-path="node/3383">Life Sciences</a> </li> <li> <a href="/en/graduate-programs/graduate-program-historical-sciences" data-drupal-link-system-path="node/3422">Historical Sciences</a> </li> <li> <a href="/en/graduate-programs/social-sciences" data-drupal-link-system-path="node/3423">Social Sciences</a> </li> <li> <a href="/en/graduate-programs/graduate-program-cognitive-sciences" data-drupal-link-system-path="node/3424">Cognitive Sciences</a> </li> <li class="last"> <a href="/en/graduate-programs/translitterae-graduate-program" data-drupal-link-system-path="node/3425">Translitter忙</a> </li> </ul> </nav><div class="search-block-form block block-search block-search-form-block" data-drupal-selector="search-block-form" id="block-custom-theme-search" role="search"> <div class="close_btn"></div> <form action="/en/search/result" method="get" id="search-block-form" accept-charset="UTF-8"> <div class="form-item js-form-item form-type-search js-form-type-search form-item-keys js-form-item-keys form-no-label form-group"> <label for="edit-keys--2" class="control-label sr-only">Search</label> <div class="input-group"><input title="Enter the terms you wish to search for." data-drupal-selector="edit-keys" class="form-search form-control" placeholder="Search" type="search" id="edit-keys--2" name="keys" value="" size="15" maxlength="128" data-toggle="tooltip" /><span class="input-group-btn"><button type="submit" value="Search" class="button js-form-submit form-submit btn-primary btn"><span class="icon glyphicon glyphicon-search" aria-hidden="true"></span> Search</button></span></div> </div> <input data-drupal-selector="edit-advanced-form" type="hidden" name="advanced-form" value="1" /><input data-drupal-selector="edit-f-0" type="hidden" name="f[0]" value="language:en" /><div class="form-actions form-group js-form-wrapper form-wrapper" data-drupal-selector="edit-actions" id="edit-actions"></div> </form> </div><section id="block-clear" class="block block-block-content block-block-contentf6807730-7e78-4f5b-b7bd-f76f4652f48d clearfix"> </section> <nav role="navigation" aria-labelledby="block-menuprincipal-menu" id="block-menuprincipal"> <h2 class="visually-hidden" id="block-menuprincipal-menu">Menu Principal</h2> <ul class="menu"> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/university" data-drupal-link-system-path="node/604">University</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/university/sapere-aude" data-drupal-link-system-path="node/32">About us</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/university/sapere-aude" data-drupal-link-system-path="node/32">Sapere Aude</a> </li> <li class="niv-2"> <a href="/en/university/about-us/psl-quick-facts" data-drupal-link-system-path="node/674">PSL Quick facts</a> </li> <li class="niv-2"> <a href="/en/university/about-us/excellence-and-equal-opportunity" data-drupal-link-system-path="node/34">Excellence and Equal Opportunity</a> </li> <li class="niv-2"> <a href="/en/university/about-us/collections-and-heritage" data-drupal-link-system-path="node/759">Collections and Heritage</a> </li> <li class="niv-2"> <a href="/en/university/about-us/psl-z" data-drupal-link-system-path="node/342">PSL from A to Z</a> </li> <li class="niv-2"> <a href="/en/university/about-us/10-years-universite-psl" data-drupal-link-system-path="node/3998">10 years of Universit茅 PSL</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/university/schools" data-drupal-link-system-path="node/608">Schools</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/university/schools#universite" data-drupal-link-system-path="node/608">Universit茅 PSL</a> </li> <li class="niv-2"> <a href="/en/university/schools#partenaires" data-drupal-link-system-path="node/608">Partners</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/university/psl-international-rankings" data-drupal-link-system-path="node/1849">International rankings</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/university/organization" data-drupal-link-system-path="node/2585">Organization</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/university/organization#instances" data-drupal-link-system-path="node/2585">Governance</a> </li> <li class="niv-2"> <a href="/en/university/organization#sms" data-drupal-link-system-path="node/2585">Services</a> </li> <li class="niv-2"> <a href="/en/university/organization/psl-bylaws-and-regulatory-documents" data-drupal-link-system-path="node/3910">PSL bylaws and regulatory documents</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/news" data-drupal-link-system-path="actualites">News</a> </li> <li class="niv-1"> <a href="/en/universite/parisante-campus-la-ou-grandit-le-sante" data-drupal-link-system-path="node/3638">PariSant茅 Campus</a> </li> <li class="niv-1"> <a href="/en/university/investments-future-program" data-drupal-link-system-path="node/1037">Investments for the Future Program</a> </li> <li class="niv-1"> <a href="/en/university/media-relations-and-communications" data-drupal-link-system-path="node/40">Media Relations and Communications</a> </li> <li class="niv-1"> <a href="https://recrutement.psl.eu">Join us</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="https://psl.eu/fondation-psl">The PSL Foundation</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/support-psl" data-drupal-link-system-path="node/1753">Support PSL</a> </li> </ul> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/education" data-drupal-link-system-path="node/609">Education</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/find-your-curriculum" data-drupal-link-system-path="node/610">Find your curriculum</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/find-your-curriculum/bachelors-degree" data-drupal-link-system-path="node/569">Bachelor's degree</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/masters-degrees" data-drupal-link-system-path="node/776">Master's degree</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/doctoral-college-universite-psl" data-drupal-link-system-path="node/5691">Doctoral programs</a> </li> <li class="niv-2"> <a href="https://psl.eu/en/education/find-your-curriculum/psl-phd-tracks" data-drupal-link-system-path="node/3631">PhD Track</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/become-entrepreneur" data-drupal-link-system-path="node/84">Become an entrepreneur</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/life-long-learning" data-drupal-link-system-path="node/571">Life long learning</a> </li> <li class="niv-2"> <a href="/en/education/psls-graduate-programs" data-drupal-link-system-path="node/2434">Graduate Programs</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/admissions" data-drupal-link-system-path="node/5797">Admissions</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/admissions/undergraduate-admissions" data-drupal-link-system-path="node/5799">Undergraduate admissions</a> </li> <li class="niv-2"> <a href="/en/education/admissions/graduate-admissions" data-drupal-link-system-path="node/5800">Graduate admissions</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/psl-voices" data-drupal-link-system-path="node/6359">PSL voices : by students, for students</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/psl-voices/blog" data-drupal-link-system-path="node/6016">PSL student blog </a> </li> <li class="niv-2"> <a href="/en/education/psl-voices-students-students/student-stories" data-drupal-link-system-path="node/2491">Student stories</a> </li> <li class="niv-2"> <a href="/en/education/psl-voices-students-students/get-touch-our-students-and-staff" data-drupal-link-system-path="node/3399">Get in touch with our students</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/education/international-students" data-drupal-link-system-path="node/3540">International students</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/education/customise-your-courses" data-drupal-link-system-path="node/6386">Personnalisez vos cursus</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/education/personnalisez-vos-cursus/certifying-minors" target="_self" data-drupal-link-system-path="node/6790">Mineures certifiantes</a> </li> <li class="niv-2"> <a href="/en/education/keys-academic-success/urop-internships-research-experience-undergraduate-level" data-drupal-link-system-path="node/5179">UROP internships - Research experience from undergraduate level</a> </li> <li class="niv-2"> <a href="/en/education/personnalisez-vos-cursus/psl-week-immerse-yourself-discipline-your-choice" data-drupal-link-system-path="node/7166">PSL Weeks</a> </li> <li class="niv-2"> <a href="/en/education/language-resource-center" data-drupal-link-system-path="node/5084">Language resource centre</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/education/keys-academic-success" data-drupal-link-system-path="node/582">Keys to academic success</a> </li> </ul> </li> <li class="parent active niv-0"> <div style="position:relative"> <a href="/en/research" data-drupal-link-system-path="node/602">Research</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent active niv-1"> <div style="position:relative"> <a href="/en/research/research-psl" data-drupal-link-system-path="node/57">Research at PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/research/research-psl/hrs4r" data-drupal-link-system-path="node/2646">HRS4R</a> </li> <li class="active niv-2"> <a href="/en/research/research-psl/scientific-integrity" data-drupal-link-system-path="node/4568" class="is-active" aria-current="page">Scientific integrity</a> </li> <li class="niv-2"> <a href="https://psl.eu/en/signature-policy-on-scientific-publications" data-drupal-link-system-path="node/2939">Signature policy on scientific publications</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/education/psls-graduate-programs" data-drupal-link-system-path="node/2434">Graduate programs</a> </li> <li class="niv-1"> <a href="/en/research/research-institutes-and-labs" data-drupal-link-system-path="node/2968">Research institutes and labs</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/research/support-researchers" data-drupal-link-system-path="node/2970">Support for researchers</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/research/support-researchers/psl-calls-proposals" data-drupal-link-system-path="node/62">Call for Proposals</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships" data-drupal-link-system-path="node/65">Doctoral studies and Postdoctoral Fellowships</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships/psl-postdoctoral-programs" data-drupal-link-system-path="node/66">Postdoctoral fellows</a> </li> <li class="niv-2"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships/welcome-desk-researchers" data-drupal-link-system-path="node/6618">Welcome Desk</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/research/life-sciences-ds" data-drupal-link-system-path="node/5828">Doctoral school</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/research/documentation-and-outreach" data-drupal-link-system-path="node/67">Documentation and knowledge dissemination</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="https://explore.psl.eu/fr/ressources-et-savoirs-psl/bibliotheques-musees">Libraries and museums</a> </li> <li class="niv-2"> <a href="https://catalogue.explore.psl.eu/primo-explore/search?vid=33PSL_V1&lang=en_US">PSL catalog</a> </li> <li class="niv-2"> <a href="https://bibnum.explore.psl.eu/s/psl/page/accueil">Digital collections</a> </li> <li class="niv-2"> <a href="https://explore.psl.eu/fr/se-former/tutoriels">Tutorials</a> </li> <li class="niv-2"> <a href="https://explore.psl.eu/fr/chercher/bases-de-donnees">Databases</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/research/universite-psls-major-research-programs" data-drupal-link-system-path="node/6711">Universit茅 PSL's Major Research Programs</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/innovation-entrepreneurship" data-drupal-link-system-path="node/601">Innovation</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/innovation/innovate-and-transfer" data-drupal-link-system-path="node/70">Innovate and transfer</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/innovation/innovate-and-transfer/protect" data-drupal-link-system-path="node/71">Protect your innovation</a> </li> <li class="niv-2"> <a href="/en/innovation/innovate-and-transfer/enhancing-and-transferring" data-drupal-link-system-path="node/72">Transfer your technology</a> </li> <li class="niv-2"> <a href="/en/innovation/innovate-and-transfer/financing" data-drupal-link-system-path="node/73">Find your funding</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/innovation/psls-innovation-labs-coworking-spaces" data-drupal-link-system-path="node/74">Innovation lab & coworking spaces</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/innovation/entrepreneurship-psl" data-drupal-link-system-path="node/75">Entrepreneurship at PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/researcher-and-entrepreneur" data-drupal-link-system-path="node/82">Researcher entrepreneurs</a> </li> <li class="niv-2"> <a href="/en/laboratory-start-ups" data-drupal-link-system-path="startup-des-laboratoires">Research lab start-ups</a> </li> <li class="niv-2"> <a href="/en/education/find-your-curriculum/become-entrepreneur" data-drupal-link-system-path="node/84">Enterpreneurship Education</a> </li> <li class="niv-2"> <a href="/en/node/1930" data-drupal-link-system-path="node/1930">PSL Innovation Fund</a> </li> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/psl-tech-seed" data-drupal-link-system-path="node/3514">PSL Tech Seed</a> </li> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/psl-iteams" data-drupal-link-system-path="node/2121">PSL-iTeams</a> </li> <li class="niv-2"> <a href="/en/innovation/entrepreneurship-psl/psl-tech-acceleration" data-drupal-link-system-path="node/3513">PSL Tech Acceleration</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/innovation/company-relations" data-drupal-link-system-path="node/85">Corporate relations</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/innovation/corporate-relations/psl-technology" data-drupal-link-system-path="node/86">PSL Technology</a> </li> <li class="niv-2"> <a href="/en/innovation/corporate-relations/psls-administrative-supervision-supports-and-partners" data-drupal-link-system-path="node/3498">Our supports and partners</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/innovation/enterprise-innovation-psl-people" data-drupal-link-system-path="node/88">Enterprise & Innovation - People</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/campus-lifepsl" data-drupal-link-system-path="node/603">Life@PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/lifepsl/get-involved" data-drupal-link-system-path="node/90">Get involved</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/vie-de-campus/vie-associative/union-psl-le-bde-de-luniversite" data-drupal-link-system-path="node/3460">"Union PSL" PSL Student Organization</a> </li> <li class="niv-2"> <a href="/en/lifepsl/get-involved/psl-alumni" data-drupal-link-system-path="node/697">PSL Alumni</a> </li> <li class="niv-2"> <a href="http://unionpsl.psl.eu/annuaire.html">Student organizations</a> </li> <li class="niv-2"> <a href="/en/lifepsl/get-involved/funding-student-organizations" data-drupal-link-system-path="node/93">Funding for clubs & organizations</a> </li> <li class="niv-2"> <a href="/en/lifepsl/get-involved/orchestra-choir" data-drupal-link-system-path="node/95">Orchestra & Choir</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/vie-de-campus/services-etudiants" data-drupal-link-system-path="node/3551">Student services</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/lifepsl/psl-housing-service" data-drupal-link-system-path="node/3314">PSL Housing</a> </li> <li class="niv-2"> <a href="/en/helpline-against-harassment-and-violences" data-drupal-link-system-path="node/3318">Helpline against harassment and violences</a> </li> <li class="niv-2"> <a href="/en/lifepsl/student-services/student-health-service" data-drupal-link-system-path="node/5374">Student health service</a> </li> <li class="niv-2"> <a href="/en/lifepsl/student-services/psl-welcome-desk" data-drupal-link-system-path="node/4565">PSL Welcome Desk</a> </li> </ul> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/lifepsl/campus-life-paris" data-drupal-link-system-path="node/99">Campus life in Paris</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/financial-aids" data-drupal-link-system-path="node/583">Financial Aid</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/dining" data-drupal-link-system-path="node/100">Dining</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/campus-maps-directions" data-drupal-link-system-path="node/103">Campus maps & directions</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/athletics" data-drupal-link-system-path="node/98">Athletics</a> </li> <li class="niv-2"> <a href="/en/lifepsl/campus-life-paris/see-explore-go-out" data-drupal-link-system-path="node/675">See, Explore, Go Out</a> </li> </ul> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/international" data-drupal-link-system-path="node/5255">International</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/international/study-abroad" data-drupal-link-system-path="node/584">Study abroad</a> </li> <li class="parent niv-1"> <div style="position:relative"> <a href="/en/international/study-teach-psl" data-drupal-link-system-path="node/5251">Study / teach at PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-2"> <a href="/en/international/study-teach-psl/psl-global-strategy-and-international-partnerships" data-drupal-link-system-path="node/5294">PSL Global: strategy and international partnerships</a> </li> <li class="niv-2"> <a href="/en/education/international-students" data-drupal-link-system-path="node/3540">International students: your application at PSL</a> </li> <li class="niv-2"> <a href="https://psl.eu/recherche/doctorat-et-post-doctorat/welcome-desk-chercheuse-chercheur">Welcome Desk - Researchers</a> </li> </ul> </li> <li class="niv-1"> <a href="/en/universite/international/eelisa-european-engineering-learning-innovation-science-alliance" data-drupal-link-system-path="node/3330">European University - EELISA</a> </li> </ul> </li> </ul> </nav> </div> <div class="search_bouton"></div> <div class="nom_liste"> <a href="https://www.psl.eu/universite/nos-etablissements">Schools</a> </div> </div> <section class="main_section"> <a id="main-content"></a> <div class="region region-content"> <div data-drupal-messages-fallback class="hidden"></div> <div class="head_visuel h400" style="background:url('//static.psl.eu/sites/default/files/2022-10/etudiant-a-la-bibliotheque-de-lens-psl.png') center no-repeat"></div> <div class="page_with_bar actu gradue"> <div class="left_part"> <style type="text/css"> .thematique .block_mosaique:nth-child(2), .thematique .block_mosaique:nth-child(4), .thematique .block_mosaique:nth-child(5), .thematique .block_mosaique:nth-child(7), .thematique .block_mosaique:nth-child(10), .thematique .block_mosaique:nth-child(12),.thematique .block_mosaique:nth-child(13),.thematique .block_mosaique:nth-child(15){background:#;} .gradue .left_part{border-top: 5px solid #} .head_visuel{border-bottom: 5px solid #;} .agenda_vue{background-color:#a39c90;} </style> <h1> <span property="schema:name">Scientific integrity</span> </h1> <div class="share_block"> <div class="share_btn">Share :</div> <div class="social-buttons"> <a href="https://www.facebook.com/sharer/sharer.php?u=https%3A//psl.eu/en/research/research-psl/scientific-integrity" target="_blank"><i class="fa fa-facebook"></i><span class="visually-hidden">Facebook</span></a> <a href="https://www.linkedin.com/shareArticle?mini=true&url=https%3A//psl.eu/en/research/research-psl/scientific-integrity&title=Scientific%20integrity" target="_blank"><i class="fa fa-linkedin"></i><span class="visually-hidden">Linked in</span></a> <a href="" title="Print" data-popup-open="false" onClick="window.print();"><i class="fa fa-print"></i><span class="visually-hidden">Print</span></a> </div> </div> <div class="field field--name-field-paragraphe-type-1 field--type-entity-reference-revisions field--label-hidden field--items"> <div class="field--item"> <div class="paragraph paragraph--type--chapo paragraph--view-mode--default"> <div class="chapo_block"> <p>In a knowledge and innovation society characterized by the accelerated production and transmission of knowledge, Universit茅 PSL and the scientists of its 140 laboratories are committed to rigorous, honest and transparent scientific practices.</p> </div> </div> </div> <div class="field--item"> <div class="paragraph paragraph--type--text-simple paragraph--view-mode--default"> <div class="field field--name-field-text-simple field--type-text-long field--label-hidden field--items"> <div class="field--item"><h3>The PSL Scientific Integrity Committee</h3> </div> <div class="field--item"><p>The role of Scientific Integrity Officer is entrusted to renowned researchers.</p> <p>Their tasks are to:</p> <ul> <li>Ensure the proper implementation of their school鈥檚 general scientific integrity policy,</li> <li>Ensure the roll-out of measures and procedures for the prevention and management of breaches to scientific integrity,</li> <li>Report to their heads of school.</li> </ul> <p>These officers are the primary contact for all research players with a scientific integrity-related query, and for anyone who believes they have witnessed a breach which calls for action.</p> <p>Each component school within PSL has its Scientific Integrity Officer, alongside an officer on the level of PSL. The latter鈥檚 tasks are to coordinate the scientific integrity officers of the various schools, to promote the harmonization of good practices and examine issues of scientific integrity in collaboration with the officers.</p> </div> </div> </div> </div> <div class="field--item"> <div class="paragraph image_literale paragraph--type--image paragraph--view-mode--default"> <div class="field field--name-field-media field--type-entity-reference field--label-hidden field--item"> <img loading="lazy" src="//static.psl.eu/sites/default/files/2024-11/getattachmentthumbnail_0.jpg" width="250" height="333" alt="david " typeof="foaf:Image" class="img-responsive" /> </div> </div> </div> <div class="field--item"> <div class="paragraph paragraph--type--text-simple paragraph--view-mode--default"> <div class="field field--name-field-text-simple field--type-text-long field--label-hidden field--items"> <div class="field--item"><h4>David Ettinger - PSL Scientific Integrity Officer</h4> <p>A professor at Dauphine - PSL since 2010, he teaches game theory and microeconomics there and trains journalists in economics. He was previously at the University of Cergy-Pontoise and trained at the Ecole des Hautes Etudes en Sciences Sociales.</p> <p>For 5 years, David Ettinger directed the LEDa (Laboratoire d'茅conomie de l'Universit茅 Paris Dauphine-PSL) and for 4 years the ADRES (Association pour le D茅veloppement de la recherche en 脡conomie et Statistiques). He is a member of the scientific committee of the Governance and Regulation Chair and of the OLIGO board, and is responsible for the graduate economics programme at PSL.</p> <p>His research focuses on game theory, bounded rationality and industrial organisation: thoughts on the structuring of auctions and tenders, representation of cognitive biases and their exploitation, applications to financial issues. </p> <p><a href="mailto:david.ettinger@psl.eu">david.ettinger@psl.eu</a></p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> <div class="field--item"><div class="accorderon"> <div class="title">The scientific integrity officers of each component school</div> <div class="content"> <div class="field field--name-field-element field--type-entity-reference-revisions field--label-hidden field--items"> <div class="field--item"> <div class="paragraph paragraph--type--text-simple paragraph--view-mode--default"> <div class="field field--name-field-text-simple field--type-text-long field--label-hidden field--items"> <div class="field--item"><p><strong>CNSAD - PSL</strong></p> <ul> <li><strong>Keti Irubetagoyena :</strong> research director at Conservatoire National Sup茅rieur d'Art Dramatique - PSL, email : <a href="mailto: keti.irubetagoyena@cnsad.psl.eu">keti.irubetagoyena@cnsad.psl.eu</a></li> </ul> <p><strong>Dauphine - PSL</strong></p> <ul> <li><strong>Fran莽oise Forges :</strong> scientific integrity officer, email : <a href=" mailto : forges@ceremade.dauphine.fr">forges@ceremade.dauphine.fr</a></li> </ul> <p><strong>脡cole nationale des chartes - PSL</strong></p> <ul> <li><strong>Elsa Marguin Hamon :</strong> research director at 脡cole nationale des chartes - PSL, email : <a href="mailto : elsa.marguin-hamon@chartes.psl.eu">elsa.marguin-hamon@chartes.psl.eu</a></li> </ul> <p><strong>脡cole normale sup茅rieure - PSL</strong></p> <ul> <li><strong>Mathias Girel : </strong>scientific integrity officer, email : <a href="mailto : mathias.girel@ens.psl.eu">mathias.girel@ens.psl.eu</a></li> </ul> <p><strong>ENSCP - PSL</strong></p> <ul> <li><strong>Didier Gourier :</strong> scientific integrity officer, email : <a href="mailto: didier.gourier@chimieparistech.psl.eu">didier.gourier@chimieparistech.psl.eu</a></li> </ul> <p><strong>脡cole pratique des hautes 茅tudes - PSL</strong></p> <ul> <li><strong>Isabelle Saint-Martin :</strong> scientific integrity officer for arts & humanities, email : <a href="mailto : isabelle.saint-martin@ephe.psl.eu">isabelle.saint-martin@ephe.psl.eu</a></li> <li><strong>Sylvie Demignot :</strong> scientific intregrity officer for sciences, email : <a href="mailto: sylvie.demignot@ephe.psl.eu">sylvie.demignot@ephe.psl.eu</a></li> </ul> <p><strong>ESPCI Paris - PSL</strong></p> <ul> <li><strong>Marc Fermignier :</strong> scientific integrity officer, email : <a href="mailto : marc.fermigier@espci.fr">marc.fermigier@espci.fr</a></li> </ul> <p><strong>Mines Paris - PSL</strong></p> <ul> <li><strong>Chantal De Fouquet : </strong>scientific integrity officer, email : <a href="mailto : chantal.de_fouquet@minesparis.psl.eu">chantal.de_fouquet@minesparis.psl.eu</a></li> </ul> <p><strong>Observatoire de Paris - PSL</strong></p> <ul> <li><strong>Jean Michel Aboudarham</strong> : scientific integrity officer, email : <a href="mailto: jean.aboudarham@obspm.fr">jean.aboudarham@obspm.fr</a></li> </ul> <p><strong>Coll猫ge de France</strong></p> <ul> <li><strong>Jean Michel Raimond :</strong> scientific integrity officer, email :<a href="mailto: jmr@lkb.ens.fr"> jmr@lkb.ens.fr</a></li> </ul> <p><strong>Institut Curie</strong></p> <ul> <li><strong>Daniel Louvard :</strong> scientific integrity officer, email : <a href="mailto: daniel.Louvard@curie.fr">daniel.Louvard@curie.fr</a></li> </ul> </div> </div> </div> </div> </div> </div> </div> </div> <div class="field--item"> <div class="paragraph paragraph--type--text-simple paragraph--view-mode--default"> <div class="field field--name-field-text-simple field--type-text-long field--label-hidden field--items"> <div class="field--item"><h3>The Universit茅 PSL Scientific Integrity Charter</h3> <p>The PSL scientific integrity charter is applicable to all members of PSL, whether permanent or not, who contribute to the research activity and thus undertake, in the framework of the research or support tasks entrusted to them, to comply with the principles of integrity specified therein.</p> </div> </div> </div> </div> <div class="field--item"> <div class="btn_paragraph_block"> <a class="boutton_paragraph type_2" href="//static.psl.eu/sites/default/files/2022-07/Charte%20d%27int%C3%A9grit%C3%A9%20scientifique_PSL.pdf " download> <div class="cl-effect"> PSL SCIENTIFIC INTEGRITY CHARTER </div> </a> </div> </div> <div class="field--item"> <div class="paragraph paragraph--type--en-savoir-plus paragraph--view-mode--default"> <div class="savoir_plus_block"> <h3>Applying scientific integrity to ensure rigorous research practices</h3> <p><span class="TextRun SCXW3027212 BCX2" data-contrast="auto" lang="FR-FR" style="font-size: 11pt; line-height: 17px; font-family: Calibri, "Calibri_EmbeddedFont", "Calibri_MSFontService", sans-serif;" xml:lang="FR-FR"><span class="NormalTextRun SCXW3027212 BCX2" data-ccp-charstyle="normaltextrun" data-ccp-charstyle-defn="{"ObjectId":"fd2dbce7-1a45-4f0b-8ad0-a114e30063d2|56","ClassId":1073872969,"Properties":[469775450,"normaltextrun",201340122,"1",134233614,"true",469778129,"normaltextrun",335572020,"1",469778324,"Default Paragraph Font"]}">Case studies, definitions and feedback around the application of scientific integrity <a href="https://explore.psl.eu/fr/se-former/publier/lexigence-dintegrite-scientifique">via PSL Explore</a></span></span></p> <p><img height="127" src="data:image/png;base64,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" width="190" loading="lazy"></p> </div> </div> </div> </div> </div> <div class="right_part"> <div class="field field--name-field-barre-lateral field--type-entity-reference-revisions field--label-hidden field--items"> <div class="field--item"> <div class="btn_paragraph_block"> <a class="boutton_paragraph type_1" href="//static.psl.eu/sites/default/files/2022-06/Charte%20d%27int%C3%A9grit%C3%A9%20scientifique_PSL.pdf " download> <div class="cl-effect"> PSL SCIENTIFIC INTEGRITY CHARTER </div> </a> </div> </div> <div class="field--item"> <div class="btn_paragraph_block"> <a class="boutton_paragraph type_1" href="https://explore.psl.eu/fr/se-former/publier" target="_blank"> <div class="cl-effect"> APPLYING SCIENTIFIC INTEGRITY (PSL EXPLORE) </div> </a> </div></div> </div> <div class="for_apl_bl"> </div> </div> </div> <div class="views-element-container form-group"></div> </div> </section> </div> </div> <footer class="footer" role="contentinfo"> <div class="region region-footer"> <section id="block-newsletter" class="block-webform-submission-newsletter block block-webform block-webform-block clearfix"> <form class="webform-submission-form webform-submission-add-form webform-submission-newsletter-form webform-submission-newsletter-add-form webform-submission-newsletter-node-4568-form webform-submission-newsletter-node-4568-add-form js-webform-details-toggle webform-details-toggle" data-drupal-selector="webform-submission-newsletter-node-4568-add-form" action="/en/research/research-psl/scientific-integrity" method="post" id="webform-submission-newsletter-node-4568-add-form" accept-charset="UTF-8"> <div class="form-item js-form-item form-type-email js-form-type-email form-item-email js-form-item-email form-group"> <label for="edit-email" class="control-label">Notre newsletter : <strong>pour rester en contact avec PSL</strong></label> <input data-drupal-selector="edit-email" class="form-email form-control" type="email" id="edit-email" name="email" value="" size="60" maxlength="254" placeholder="Entrer votre email" /><span class="icon"></span> </div> <div data-drupal-selector="edit-actions" class="form-actions webform-actions form-group js-form-wrapper form-wrapper" id="edit-actions"> <button class="webform-button--submit button button--primary js-form-submit form-submit btn-primary btn" data-drupal-selector="edit-actions-submit" type="submit" id="edit-actions-submit" name="op" value="OK">OK</button> </div> <input data-drupal-selector="form-ccki0gszjv5fw-oi-1-ksffoy8movij-vltnbd9m828" type="hidden" name="form_build_id" value="form-ccKI0GSZJv5FW-oi-1-KSfFoY8movIJ-vLtNbd9M828" /><input data-drupal-selector="edit-webform-submission-newsletter-node-4568-add-form" type="hidden" name="form_id" value="webform_submission_newsletter_node_4568_add_form" /> </form> </section> <section id="block-mentionrgdpnewsletter" class="block block-block-content block-block-content6e836901-45d0-44bc-8ae7-fed312a94cd9 clearfix"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field--item"><p>Your e-mail address will only be used to send you the PSL newsletter. You can unsubscribe at any time using the unsubscribe link in the newsletter. For more information on the use of your personal data, please consult our <a href="https://www.psl.eu/politique-de-confidentialite" title="Politique de confidentialit茅">Privacy Policy</a>.</p> </div> </section> <section id="block-footerleftpart" class="block block-block-content block-block-contentf4473119-9332-4bc6-8903-514ce718b6c9 clearfix"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field--item"><p><img alt="logo-psl-footer_2017.png" data-entity-type data-entity-uuid height="75" src="/sites/default/files/logo-psl-footer_2017.png" width="179" loading="lazy"></p> <ul> <li class="facebook"><a href="https://www.facebook.com/PSLuniv"> </a></li> <li class="linkedin"><a href="https://lu.linkedin.com/edu/psl-research-university-175004"> </a></li> <li class="instagram"><a href="https://www.instagram.com/psl_univ/"> </a></li> <li class="youtube"><a href="https://www.youtube.com/channel/UCJeinKLg1dOGIOvS9m07vcg"> </a></li> <li class="rss"><a href="/"> </a></li> </ul> <p><a href="/investissements-davenir-0"><img alt data-entity-type="file" data-entity-uuid="eb46393d-a807-40f1-a0b8-a827329bd88d" height="73" src="//static.psl.eu/sites/default/files/Logotype-blanc.png" width="74" loading="lazy"></a><a href="https://eelisa.eu/"><img alt="EELISA European University" data-entity-type="file" data-entity-uuid="8c137d2b-a745-461e-9885-9406d7bf9274" height="73" src="//static.psl.eu/sites/default/files/inline-images/EELISA%20European%20University-logo_0.png" width="74" loading="lazy"></a></p> </div> </section> <nav role="navigation" aria-labelledby="block-menuprincipal-3-menu" id="block-menuprincipal-3"> <h2 class="visually-hidden" id="block-menuprincipal-3-menu">Main navigation</h2> <ul class="menu"> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/university" data-drupal-link-system-path="node/604">University</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/university/sapere-aude" data-drupal-link-system-path="node/32">About us</a> </li> <li class="niv-1"> <a href="/en/university/schools" data-drupal-link-system-path="node/608">Schools</a> </li> <li class="niv-1"> <a href="/en/university/psl-international-rankings" data-drupal-link-system-path="node/1849">International rankings</a> </li> <li class="niv-1"> <a href="/en/university/organization" data-drupal-link-system-path="node/2585">Organization</a> </li> <li class="niv-1"> <a href="/en/news" data-drupal-link-system-path="actualites">News</a> </li> <li class="niv-1"> <a href="/en/universite/parisante-campus-la-ou-grandit-le-sante" data-drupal-link-system-path="node/3638">PariSant茅 Campus</a> </li> <li class="niv-1"> <a href="/en/university/investments-future-program" data-drupal-link-system-path="node/1037">Investments for the Future Program</a> </li> <li class="niv-1"> <a href="/en/university/media-relations-and-communications" data-drupal-link-system-path="node/40">Media Relations and Communications</a> </li> <li class="niv-1"> <a href="https://recrutement.psl.eu">Join us</a> </li> <li class="niv-1"> <a href="https://psl.eu/fondation-psl">The PSL Foundation</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/education" data-drupal-link-system-path="node/609">Education</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/education/find-your-curriculum" data-drupal-link-system-path="node/610">Find your curriculum</a> </li> <li class="niv-1"> <a href="/en/education/admissions" data-drupal-link-system-path="node/5797">Admissions</a> </li> <li class="niv-1"> <a href="/en/education/psl-voices" data-drupal-link-system-path="node/6359">PSL voices : by students, for students</a> </li> <li class="niv-1"> <a href="/en/education/international-students" data-drupal-link-system-path="node/3540">International students</a> </li> <li class="niv-1"> <a href="/en/education/customise-your-courses" data-drupal-link-system-path="node/6386">Personnalisez vos cursus</a> </li> <li class="niv-1"> <a href="/en/education/keys-academic-success" data-drupal-link-system-path="node/582">Keys to academic success</a> </li> </ul> </li> <li class="parent active niv-0"> <div style="position:relative"> <a href="/en/research" data-drupal-link-system-path="node/602">Research</a> <span class="flash"></span> </div> <ul class="menu"> <li class="active niv-1"> <a href="/en/research/research-psl" data-drupal-link-system-path="node/57">Research at PSL</a> </li> <li class="niv-1"> <a href="/en/education/psls-graduate-programs" data-drupal-link-system-path="node/2434">Graduate programs</a> </li> <li class="niv-1"> <a href="/en/research/research-institutes-and-labs" data-drupal-link-system-path="node/2968">Research institutes and labs</a> </li> <li class="niv-1"> <a href="/en/research/support-researchers" data-drupal-link-system-path="node/2970">Support for researchers</a> </li> <li class="niv-1"> <a href="/en/research/doctoral-studies-and-postdoctoral-fellowships" data-drupal-link-system-path="node/65">Doctoral studies and Postdoctoral Fellowships</a> </li> <li class="niv-1"> <a href="/en/research/life-sciences-ds" data-drupal-link-system-path="node/5828">Doctoral school</a> </li> <li class="niv-1"> <a href="/en/research/documentation-and-outreach" data-drupal-link-system-path="node/67">Documentation and knowledge dissemination</a> </li> <li class="niv-1"> <a href="/en/research/universite-psls-major-research-programs" data-drupal-link-system-path="node/6711">Universit茅 PSL's Major Research Programs</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/innovation-entrepreneurship" data-drupal-link-system-path="node/601">Innovation</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/innovation/innovate-and-transfer" data-drupal-link-system-path="node/70">Innovate and transfer</a> </li> <li class="niv-1"> <a href="/en/innovation/psls-innovation-labs-coworking-spaces" data-drupal-link-system-path="node/74">Innovation lab & coworking spaces</a> </li> <li class="niv-1"> <a href="/en/innovation/entrepreneurship-psl" data-drupal-link-system-path="node/75">Entrepreneurship at PSL</a> </li> <li class="niv-1"> <a href="/en/innovation/company-relations" data-drupal-link-system-path="node/85">Corporate relations</a> </li> <li class="niv-1"> <a href="/en/innovation/enterprise-innovation-psl-people" data-drupal-link-system-path="node/88">Enterprise & Innovation - People</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/campus-lifepsl" data-drupal-link-system-path="node/603">Life@PSL</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/lifepsl/get-involved" data-drupal-link-system-path="node/90">Get involved</a> </li> <li class="niv-1"> <a href="/en/vie-de-campus/services-etudiants" data-drupal-link-system-path="node/3551">Student services</a> </li> <li class="niv-1"> <a href="/en/lifepsl/campus-life-paris" data-drupal-link-system-path="node/99">Campus life in Paris</a> </li> </ul> </li> <li class="parent niv-0"> <div style="position:relative"> <a href="/en/international" data-drupal-link-system-path="node/5255">International</a> <span class="flash"></span> </div> <ul class="menu"> <li class="niv-1"> <a href="/en/international/study-abroad" data-drupal-link-system-path="node/584">Study abroad</a> </li> <li class="niv-1"> <a href="/en/international/study-teach-psl" data-drupal-link-system-path="node/5251">Study / teach at PSL</a> </li> <li class="niv-1"> <a href="/en/universite/international/eelisa-european-engineering-learning-innovation-science-alliance" data-drupal-link-system-path="node/3330">European University - EELISA</a> </li> </ul> </li> </ul> </nav> <nav role="navigation" aria-labelledby="block-menurapide-menu" id="block-menurapide"> <h2 class="visually-hidden" id="block-menurapide-menu">Menu rapide</h2> <ul class="menu_rapide"> <li><a href="/en/node/600" data-drupal-link-system-path="node/600">PSL Apps</a></li> <li><a href="/en/lifepsl/campus-life-paris/athletics" data-drupal-link-system-path="node/98">Athletics</a></li> <li><a href="/en/news" data-drupal-link-system-path="actualites">News</a></li> <li><a href="/en/events" data-drupal-link-system-path="agenda">Events</a></li> <li><a href="https://explore.psl.eu/fr">PSL-Explore</a></li> <li><a href="/en/node/477" data-drupal-link-system-path="node/477">PSL Glossary</a></li> </ul> </nav> <nav role="navigation" aria-labelledby="block-pieddepage-menu" id="block-pieddepage"> <h2 class="visually-hidden" id="block-pieddepage-menu">Pied de page</h2> <ul class="menu menu--footer nav"> <li class="first"> <a href="/en/form/contact" data-drupal-link-system-path="webform/contact">Contact</a> </li> <li> <a href="/en/node/581" data-drupal-link-system-path="node/581">March茅s publics</a> </li> <li> <a href="http://www.univ-psl.fr/rss.xml">Flux RSS</a> </li> <li> <a href="/en/terms-and-conditions-use-psleu-website" data-drupal-link-system-path="node/696">CGU</a> </li> <li> <a href="/en/privacy-policy" data-drupal-link-system-path="node/669">Politique de confidentialit茅</a> </li> <li class="last"> <a href="/en/sitemap" data-drupal-link-system-path="sitemap">Sitemap</a> </li> </ul> </nav> </div> </footer> </div> <script src="/sites/default/files/js/js_7qNNuVDLd3Aif3gCzcx5JfeHCoIYxBrzBa4bH8BjYzI.js?scope=footer&delta=0&language=en&theme=custom_theme&include=eJyFkEsOwjAMRC8UJUeKXOMaQxJHtVvg9gSJRfmJjUfzNIvx4GquNfuRKiXzW5HGAfcQEMkMtc3CgdaMqmehIbUXgYaUvsHAqlwoO3Bir68W-N1HOME1TKpuvkBPXbtutOyIqxaXHi40zbrU9NT4OB-QymjePB7IQYpFg43-hlx5VPoZq2MFYAqmKFCyyXiV0rS6a7M7ex-ASQ"></script> <script src="/modules/contrib/eu_cookie_compliance/js/eu_cookie_compliance.min.js?v=10.3.1" defer></script> <script src="/sites/default/files/js/js_HaNSArmTJi7AvFbT0uJ9DO1tAvLxX7I8-jg8-33shSA.js?scope=footer&delta=2&language=en&theme=custom_theme&include=eJyFkEsOwjAMRC8UJUeKXOMaQxJHtVvg9gSJRfmJjUfzNIvx4GquNfuRKiXzW5HGAfcQEMkMtc3CgdaMqmehIbUXgYaUvsHAqlwoO3Bir68W-N1HOME1TKpuvkBPXbtutOyIqxaXHi40zbrU9NT4OB-QymjePB7IQYpFg43-hlx5VPoZq2MFYAqmKFCyyXiV0rS6a7M7ex-ASQ"></script> <script src="https://cdn.jsdelivr.net/npm/bootstrap@3.4.1/dist/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script> <script src="/sites/default/files/js/js_hsihvKJPOqmxbMb2kYC9gCUeKAtXmVSdYgtL8zb4w5Y.js?scope=footer&delta=4&language=en&theme=custom_theme&include=eJyFkEsOwjAMRC8UJUeKXOMaQxJHtVvg9gSJRfmJjUfzNIvx4GquNfuRKiXzW5HGAfcQEMkMtc3CgdaMqmehIbUXgYaUvsHAqlwoO3Bir68W-N1HOME1TKpuvkBPXbtutOyIqxaXHi40zbrU9NT4OB-QymjePB7IQYpFg43-hlx5VPoZq2MFYAqmKFCyyXiV0rS6a7M7ex-ASQ"></script> </body> </html>