{"id":2095,"date":"2021-11-04T11:02:35","date_gmt":"2021-11-04T11:02:35","guid":{"rendered":"https:\/\/wp.icmm.csic.es\/greener\/?post_type=dt_portfolio&#038;p=2095"},"modified":"2021-12-19T20:14:06","modified_gmt":"2021-12-19T20:14:06","slug":"artificial-intelligence-energy-materials","status":"publish","type":"dt_portfolio","link":"https:\/\/wp.icmm.csic.es\/greener\/project\/artificial-intelligence-energy-materials\/","title":{"rendered":"ARTIFICIAL INTELLIGENCE &amp; ENERGY MATERIALS"},"content":{"rendered":"<p>[vc_row][vc_column]<div id=\"ultimate-heading-295869e62f5aab4c4\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-295869e62f5aab4c4 uvc-8125 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-295869e62f5aab4c4 h2'  data-responsive-json-new='{\"font-size\":\"desktop:27px;\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;margin-bottom:50px;\">VIEW RESEARCH LINES 04<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-295869e62f5aab4c4 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h2 style=\"text-align: center\">ARTIFICIAL INTELLIGENCE &amp; ENERGY MATERIALS<\/h2>\n<p><\/div><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a {\n  width: 36px;\n  height: 36px;\n  border-radius: 500px;\n}\n.dt-arrow-border-on.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a:not(:hover):before {\n  border-width: 0px;\n}\n.dt-arrow-hover-border-on.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a:hover:after {\n  border-width: 0px;\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a.owl-prev {\n  top: 50%;\n  transform: translateY(calc(-50% + 0px));\n  left: -55px;\n}\n@media all and (-ms-high-contrast: none) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a.owl-prev {\n    transform: translateY(-50%);\n    margin-top: 0px;\n  }\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a.owl-prev i {\n  padding: 0px 0px 0px 0px;\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a.owl-next {\n  top: 50%;\n  transform: translateY(calc(-50% + 0px));\n  right: -55px;\n}\n@media all and (-ms-high-contrast: none) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a.owl-next {\n    transform: translateY(-50%);\n    margin-top: 0px;\n  }\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a.owl-next i {\n  padding: 0px 0px 0px 0px;\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav i {\n  font-size: 30px;\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a:not(:hover) i,\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-nav a:not(:hover) i:before {\n  color: rgba(0,0,0,0.2);\n  background: none;\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-dots {\n  top: calc(100% + 20px);\n  left: 50%;\n  transform: translateX(calc(-50% + 0px));\n}\n@media all and (-ms-high-contrast: none) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-dots {\n    transform: translateX(-50%);\n    margin-left: 0px;\n  }\n}\n.carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e .owl-dot {\n  width: 10px;\n  height: 10px;\n  margin: 0 8px;\n}\n@media screen and (max-width: 778px) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e.hide-arrows .owl-nav a {\n    display: none;\n  }\n}\n@media screen and (max-width: 990px) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e.reposition-arrows .owl-nav .owl-prev {\n    top: 50%;\n    transform: translateY(calc(-50% + 0px));\n    left: -20px;\n  }\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e.reposition-arrows .owl-nav .owl-next {\n    top: 50%;\n    transform: translateY(calc(-50% + 0px));\n    right: -20px;\n  }\n}\n@media screen and (max-width: 990px) and all and (-ms-high-contrast: none) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e.reposition-arrows .owl-nav .owl-prev {\n    transform: translateY(-50%);\n    margin-top: 0px;\n  }\n}\n@media screen and (max-width: 990px) and all and (-ms-high-contrast: none) {\n  .carousel-shortcode.carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e.reposition-arrows .owl-nav .owl-next {\n    transform: translateY(-50%);\n    margin-top: 0px;\n  }\n}\n<\/style><div class=\"owl-carousel carousel-shortcode dt-owl-carousel-call carousel-shortcode-id-cf1d045457f50804ecbdb73f5540e51e bullets-small-dot-stroke reposition-arrows arrows-bg-off disable-arrows-hover-bg arrows-hover-bg-off  vc_custom_1638965088218 \" data-scroll-mode=\"1\" data-col-num=\"3\" data-wide-col-num=\"3\" data-laptop-col=\"3\" data-h-tablet-columns-num=\"3\" data-v-tablet-columns-num=\"2\" data-phone-columns-num=\"1\" data-auto-height=\"false\" data-col-gap=\"50\" data-stage-padding=\"0\" data-speed=\"700\" data-autoplay=\"true\" data-autoplay_speed=\"2000\" data-arrows=\"true\" data-bullet=\"false\" data-next-icon=\"icon-ar-013-r\" data-prev-icon=\"icon-ar-013-l\">[vc_single_image image=&#8221;2374&#8243; 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css=&#8221;.vc_custom_1639508072522{padding-top: 20px !important;padding-bottom: 20px !important;}&#8221;]<\/div>[vc_column_text]<\/p>\n<p style=\"text-align: justify\"><span data-preserver-spaces=\"true\">From autonomous vehicles to\u00a0 Facial-Recognition Software, artificial intelligence (AI) is becoming an increasingly usual and effective tool with broad applications in everyday life., also having a growing impact on science. This overgrowth is mainly based on two factors; the vast accumulation of data in our increasingly digitized and automatized society and today&#8217;s fastest computers&#8217; growing capability and speed for processing that data.<\/span><\/p>\n<p style=\"text-align: justify\"><span data-preserver-spaces=\"true\">The most interesting scientific applications of scientific machine learning are those related to optimization and discovery of materials, where the answers are unknown beforehand.<\/span><\/p>\n<p style=\"text-align: justify\"><span data-preserver-spaces=\"true\">AI, including machine learning (ML) and Deep learning, is a powerful tool for deriving new insights from extensive data set analysis. This collection of statistical methods has already proved to speed up both fundamental and applied research. At present, we are witnessing an explosion of works that develop and use machine learning in solid-state systems.<\/span><\/p>\n<p style=\"text-align: justify\"><span data-preserver-spaces=\"true\">On the other side, science evolution is also\u00a0 increasingly based on &#8220;big data.&#8221; It is believed that AI is poised to be a powerful new tool for analysing this data and deriving disruptive discoveries from it. Hence, using basic ML algorithms, scientists can identify patterns that are almost impossible for humans to detect at speeds that are hundreds to thousands of times faster than traditional data analysis techniques.<\/span><\/p>\n<p style=\"text-align: justify\"><span data-preserver-spaces=\"true\">Through close collaboration with Hi-Iberia, the GREENER group is committed to developing traditional and innovative AI approaches to tackle a wide variety of energy materials discovery and optimization.<\/span><\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text] From autonomous vehicles to\u00a0 Facial-Recognition Software, artificial intelligence (AI) is becoming an increasingly usual and effective tool with broad applications in everyday life., also having a growing impact on science. This overgrowth is mainly based on two factors; the vast accumulation of data in our increasingly digitized and automatized society and today&#8217;s fastest computers&#8217;&hellip;<\/p>\n","protected":false},"author":94,"featured_media":2621,"comment_status":"closed","ping_status":"closed","template":"","dt_portfolio_category":[9],"dt_portfolio_tags":[],"class_list":["post-2095","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-research","dt_portfolio_category-9","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ARTIFICIAL INTELLIGENCE &amp; ENERGY MATERIALS - GREENER - Storage, harvesting and energy conversion group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wp.icmm.csic.es\/greener\/project\/artificial-intelligence-energy-materials\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ARTIFICIAL INTELLIGENCE &amp; ENERGY MATERIALS - GREENER - Storage, harvesting and energy conversion group\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text] From autonomous vehicles to\u00a0 Facial-Recognition Software, artificial intelligence (AI) is becoming an increasingly usual and effective tool with broad applications in everyday life., also having a growing impact on science. 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