{"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":"2025-05-27T15:18:55","modified_gmt":"2025-05-27T13:18:55","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 alignwide has-text-align-left\">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-b16ad781 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-left\">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>\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 alignwide has-text-align-left\">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-b16ad781 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>AI for tropical meteorology<\/li>\n\n\n\n<li>Downscaling (super-resolution\/bias-correction)<\/li>\n\n\n\n<li>Machine learning parameterizations<\/li>\n\n\n\n<li>Radiation and convection<\/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-9d6595d7 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-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline 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-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline 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-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline 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_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","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":3689,"href":"https:\/\/wp.unil.ch\/dawn\/wp-json\/wp\/v2\/pages\/318\/revisions\/3689"}],"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}]}}