{"id":318,"date":"2021-05-21T01:33:35","date_gmt":"2021-05-20T23:33:35","guid":{"rendered":"https:\/\/wp.unil.ch\/dawn\/?page_id=318"},"modified":"2026-09-03T09:12:41","modified_gmt":"2026-09-03T07:12:41","slug":"we-are-hiring","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/dawn\/","title":{"rendered":"Data-Driven Atmospheric &amp; Water Dynamics"},"content":{"rendered":"\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-text-align-left alignwide\">About<\/h3>\n\n\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-33ccc8b1 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-left wp-block-paragraph\">We are a research group at the intersection of atmospheric physics and artificial intelligence. In addition to advancing our understanding of the atmosphere, we drive the development of next-generation weather and climate models. To that end, we creatively combine observational data, physical theory, computational science, and statistics. Committed to interdisciplinary research, we welcome collaborations across the broad field of environmental data science.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2202<sup>3<\/sup>AWN co-founded the <a href=\"https:\/\/www.unil.ch\/ecce\/en\/home.html\">Expertise Center for Climate Extremes<\/a> (ECCE) and is part of the <a href=\"https:\/\/www.unil.ch\/idyst\/en\/home.html\" data-type=\"link\" data-id=\"https:\/\/www.unil.ch\/idyst\/en\/home.html\">Institute of Earth Surface Dynamics<\/a> (IDYST), within the <a href=\"https:\/\/www.unil.ch\/gse\/en\/home.html\">Faculty of Geosciences and Environment<\/a> (FGSE) at the <a href=\"https:\/\/www.unil.ch\/unil\/en\/home.html\">University of Lausanne<\/a> (UNIL).<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-text-align-left alignwide\">Our research includes:<\/h3>\n\n\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-33ccc8b1 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Physics-guided machine learning<\/li>\n\n\n\n<li>Data-driven scientific discovery<\/li>\n\n\n\n<li>Weather and climate extremes<\/li>\n\n\n\n<li>AI for tropical meteorology<\/li>\n\n\n\n<li>Downscaling (super-resolution\/bias-correction)<\/li>\n\n\n\n<li>Hybrid AI-physics Earth system modeling<\/li>\n\n\n\n<li>Radiation, convection, and cloud physics<\/li>\n\n\n\n<li>Environmental data science<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons alignwide has-custom-font-size has-normal-font-size is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div style=\"--wp--block-button--width: 100;\" class=\"wp-block-button is-style-outline has-custom-width wp-block-button__width wp-block-button__width-100 is-style-outline--1\"><a class=\"wp-block-button__link has-primary-color has-text-color has-link-color has-text-align-center has-custom-font-size wp-element-button\" href=\"https:\/\/wp.unil.ch\/dawn\/publications\/\" style=\"border-radius:20px;font-size:14px\">PUBLICATIONS<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons alignwide is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div style=\"--wp--block-button--width: 100;\" class=\"wp-block-button is-style-outline has-custom-width wp-block-button__width wp-block-button__width-100 is-style-outline--2\"><a class=\"wp-block-button__link has-primary-color has-text-color has-link-color has-text-align-center has-custom-font-size wp-element-button\" href=\"https:\/\/wp.unil.ch\/dawn\/our-team\/\" style=\"border-radius:20px;font-size:14px\">TEAM<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons alignwide is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div style=\"--wp--block-button--width: 100;\" class=\"wp-block-button is-style-outline has-custom-width wp-block-button__width wp-block-button__width-100 is-style-outline--3\"><a class=\"wp-block-button__link has-primary-color has-text-color has-link-color has-text-align-center has-custom-font-size wp-element-button\" href=\"https:\/\/github.com\/tbeucler\/ML_for_Environmental_Science\" style=\"border-radius:20px;font-size:14px\">RESOURCES<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>About We are a research group at the intersection of atmospheric physics and artificial intelligence. In addition to advancing our understanding of the atmosphere, we drive the development of next-generation weather and climate models. To that end, we creatively combine observational data, physical theory, computational science, and statistics. Committed to interdisciplinary research, we welcome collaborations [&hellip;]<\/p>\n","protected":false},"author":1002254,"featured_media":247,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/template-cover.php","meta":{"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":0,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"footnotes":""},"class_list":["post-318","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/pages\/318","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/users\/1002254"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/comments?post=318"}],"version-history":[{"count":5,"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/pages\/318\/revisions"}],"predecessor-version":[{"id":4031,"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/pages\/318\/revisions\/4031"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/media\/247"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/media?parent=318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}