{"id":198629,"date":"2023-04-26T05:00:00","date_gmt":"2023-04-26T05:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=198629"},"modified":"2023-04-25T16:08:35","modified_gmt":"2023-04-25T16:08:35","slug":"a-lab-le-laboratoire-entierement-automatise-du-berkeley-laboratory","status":"publish","type":"post","link":"https:\/\/datascientest.com\/a-lab-le-laboratoire-entierement-automatise-du-berkeley-laboratory","title":{"rendered":"A-Lab, le laboratoire enti\u00e8rement automatis\u00e9 du Berkeley Laboratory"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"198629\" class=\"elementor elementor-198629\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d8308fb e-flex e-con-boxed e-con\" data-id=\"d8308fb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c5c00af elementor-widget elementor-widget-heading\" data-id=\"c5c00af\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">A mesure que la data science et la robotique se d\u00e9veloppent, l\u2019automatisation de t\u00e2ches complexes s\u2019\u00e9tend. Cette extension concerne principalement les domaines scientifiques et permet d'acc\u00e9l\u00e9rer les recherches et projets de multiples domaines d\u2019activit\u00e9. Mais jusqu\u2019o\u00f9 peut-on optimiser ces domaines ? Pour y r\u00e9pondre, Lawrence Berkeley National Laboratory a d\u00e9cid\u00e9 de cr\u00e9er A-Lab, un laboratoire enti\u00e8rement automatis\u00e9.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-595d008 e-flex e-con-boxed e-con\" data-id=\"595d008\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c44ca08 elementor-widget elementor-widget-heading\" data-id=\"c44ca08\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Un laboratoire enti\u00e8rement automatis\u00e9 ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33d5b4d elementor-widget elementor-widget-text-editor\" data-id=\"33d5b4d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Cette id\u00e9e sortie d\u2019un livre de science-fiction est pourtant <\/span><b>bien r\u00e9elle<\/b><span style=\"font-weight: 400;\">. L\u2019A-Lab, install\u00e9 \u00e0 <\/span><b>Berkeley en Californie<\/b><span style=\"font-weight: 400;\">, est un laboratoire dans la recherche des mat\u00e9riaux o\u00f9 <\/span><b>les intelligences artificielles<\/b><span style=\"font-weight: 400;\"> prennent les d\u00e9cisions et <\/span><b>les robots<\/b><span style=\"font-weight: 400;\"> ex\u00e9cutent les t\u00e2ches. Dirig\u00e9e par <\/span><b>Yan Zeng<\/b><span style=\"font-weight: 400;\">, scientifique au Lawrence Berkeley National Laboratory (Berkeley Lab) du minist\u00e8re de l&rsquo;\u00c9nergie, son \u00e9quipe supervisait l\u2019exp\u00e9rience qui a dur\u00e9 <\/span><b>un peu plus d\u2019un an<\/b><span style=\"font-weight: 400;\">. L\u2019objectif de A-Lab \u00e9tait de <\/span><b>d\u00e9montrer les performances d\u2019un laboratoire sans action humaine<\/b><span style=\"font-weight: 400;\">. Apr\u00e8s de nombreuses exp\u00e9riences, l\u2019\u00e9quipe d\u2019observation a constat\u00e9 que sans humains les processus de cr\u00e9ation \u00e9taient <\/span><b>100 fois plus rapides<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb6a03d elementor-widget elementor-widget-video\" data-id=\"cb6a03d\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;vimeo&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<iframe class=\"elementor-video-iframe\" allowfullscreen title=\"Lecteur vid\u00e9o vimeo\" src=\"https:\/\/player.vimeo.com\/video\/811378432?color&amp;autopause=0&amp;loop=0&amp;muted=0&amp;title=1&amp;portrait=1&amp;byline=1&amp;h=c4447eadbf#t=\"><\/iframe>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05151ea e-flex e-con-boxed e-con\" data-id=\"05151ea\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a46758 elementor-widget elementor-widget-heading\" data-id=\"7a46758\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qui est l\u2019\u00e9quipe derri\u00e8re ce projet ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe106d0 elementor-widget elementor-widget-text-editor\" data-id=\"fe106d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Durant l\u2019ann\u00e9e d\u2019exp\u00e9rimentation, de <\/span><b>nombreux ing\u00e9nieurs en chimie des mat\u00e9riaux<\/b><span style=\"font-weight: 400;\"> ont entretenu l\u2019architecture du projet. Parmi eux, on retrouve <\/span><b>Yan Zeng<\/b><span style=\"font-weight: 400;\">, \u00e0 la t\u00eate du programme, ainsi que <\/span><b>Bernadus Rendy<\/b><span style=\"font-weight: 400;\"> et <\/span><b>Yuxing Fei<\/b><span style=\"font-weight: 400;\">. Chacun <\/span><b>dipl\u00f4m\u00e9 d\u2019un doctorat en chimie et ing\u00e9nierie des mat\u00e9riaux<\/b><span style=\"font-weight: 400;\">, on constate \u00e9galement <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">diverses formations et certifications en data science<\/span><\/a><span style=\"font-weight: 400;\"> qui permettent \u00e0 ces scientifiques <\/span><b>d\u2019exceller dans leurs domaines<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Rendy poss\u00e8de de <\/span><a href=\"https:\/\/datascientest.com\/certifications-google-cloud-platform\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nombreuses certifications Google Cloud<\/span><\/a><span style=\"font-weight: 400;\"> qui lui ont permis <\/span><b>d\u2019acqu\u00e9rir des connaissances<\/b><span style=\"font-weight: 400;\"> sur le big data et le machine learning. Fei, quant \u00e0 lui, a particip\u00e9 \u00e0 <\/span><b>de nombreux projets<\/b><span style=\"font-weight: 400;\"> autour du machine learning et du text-mining avant de rejoindre le Berkeley Lab.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c6ed11 elementor-widget elementor-widget-image\" data-id=\"0c6ed11\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/XBD-202303-048-007-1024x683.jpg\" class=\"attachment-large size-large wp-image-198630\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/XBD-202303-048-007-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/XBD-202303-048-007-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/XBD-202303-048-007-768x513.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/XBD-202303-048-007.jpg 1440w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2401617 elementor-widget elementor-widget-text-editor\" data-id=\"2401617\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 cette \u00e9quipe d\u2019ing\u00e9nieurs comp\u00e9tents, le Berkeley Lab souhaite optimiser A-Lab pour le rendre <\/span><b>encore plus performant<\/b><span style=\"font-weight: 400;\">. Une fois compl\u00e8tement autonome dans la cha\u00eene de production, l\u2019institut souhaite <\/span><b>commercialiser cette solution<\/b><span style=\"font-weight: 400;\"> pour acc\u00e9l\u00e9rer la recherche dans tous les domaines. C\u2019est pourquoi <\/span><span style=\"font-weight: 400;\">s<\/span><span style=\"font-weight: 400;\">i cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : newscenter.lbl.gov<\/span><\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A mesure que la data science et la robotique se d\u00e9veloppent, l\u2019automatisation de t\u00e2ches complexes s\u2019\u00e9tend. Cette extension concerne principalement les domaines scientifiques et permet d&rsquo;acc\u00e9l\u00e9rer les recherches et projets de multiples domaines d\u2019activit\u00e9. Mais jusqu\u2019o\u00f9 peut-on optimiser ces domaines ? Pour y r\u00e9pondre, Lawrence Berkeley National Laboratory a d\u00e9cid\u00e9 de cr\u00e9er A-Lab, un laboratoire [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":198632,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A-Lab, le laboratoire enti\u00e8rement automatis\u00e9 du Berkeley Laboratory<\/title>\n<meta name=\"description\" content=\"Lawrence Berkeley National Laboratory a d\u00e9cid\u00e9 de cr\u00e9er A-Lab, un laboratoire enti\u00e8rement automatis\u00e9 par des IA et des robots\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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