{"id":13729,"date":"2018-08-10T20:01:57","date_gmt":"2018-08-10T20:01:57","guid":{"rendered":"https:\/\/edx.netl.doe.gov\/wpsandbox\/?page_id=13729"},"modified":"2025-06-27T14:31:44","modified_gmt":"2025-06-27T14:31:44","slug":"home-image","status":"publish","type":"page","link":"https:\/\/edx.netl.doe.gov\/sites\/sami\/","title":{"rendered":"Home"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling fusion-equal-height-columns fusion-animated\" style=\"--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-border-sizes-left:0px;--awb-border-sizes-right:0px;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-margin-top:0%;--awb-margin-bottom:0%;--awb-background-color:#eaeaea;--awb-flex-wrap:wrap;--awb-box-shadow: 5px 5px 5px rgba(0,0,0,0.3);\" data-animationType=\"fadeIn\" data-animationDuration=\"0.5\" data-animationOffset=\"top-into-view\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_3 1_3 fusion-one-third fusion-column-first\" style=\"--awb-padding-top:0%;--awb-padding-right:0%;--awb-padding-bottom:0%;--awb-padding-left:0%;--awb-bg-size:cover;--awb-margin-bottom:0px;width:33.333333333333%;width:calc(33.333333333333% - ( ( 4% + 4% ) * 0.33333333333333 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-image-element fusion-image-align-center in-legacy-container\" style=\"text-align:center;--awb-margin-top:0%;--awb-margin-right:0%;--awb-margin-bottom:0%;--awb-margin-left:0%;--awb-max-width:200px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);--awb-filter:opacity(100%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:opacity(60%);\"><div class=\"imageframe-align-center\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/www.energy.gov\/\" target=\"_blank\" aria-label=\"DOE Logos_rgb_horz-stacked_color\" rel=\"noopener noreferrer\"><img fetchpriority=\"high\" fetchpriority=\"high\" decoding=\"async\" width=\"3150\" height=\"900\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color.png\" alt class=\"img-responsive wp-image-18720\" srcset=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color-200x57.png 200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color-400x114.png 400w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color-600x171.png 600w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color-800x229.png 800w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color-1200x343.png 1200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/02\/DOE-Logos_rgb_horz-stacked_color.png 3150w\" sizes=\"(max-width: 1040px) 100vw, 400px\" \/><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_3 1_3 fusion-one-third\" style=\"--awb-padding-top:0%;--awb-padding-right:0%;--awb-padding-bottom:0%;--awb-padding-left:0%;--awb-bg-size:cover;--awb-margin-bottom:0px;width:33.333333333333%;width:calc(33.333333333333% - ( ( 4% + 4% ) * 0.33333333333333 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-image-element fusion-image-align-center in-legacy-container\" style=\"text-align:center;--awb-margin-top:0%;--awb-margin-right:0%;--awb-margin-bottom:0%;--awb-margin-left:0%;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);--awb-filter:opacity(100%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:opacity(60%);\"><div class=\"imageframe-align-center\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/netl.doe.gov\" target=\"_blank\" aria-label=\"NETL Logo\" rel=\"noopener noreferrer\"><img decoding=\"async\" width=\"138\" height=\"53\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2021\/02\/NETL-53h.png\" alt class=\"img-responsive wp-image-16351\"\/><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_3 1_3 fusion-one-third fusion-column-last\" style=\"--awb-padding-top:0%;--awb-padding-right:0%;--awb-padding-bottom:0%;--awb-padding-left:0%;--awb-bg-size:cover;--awb-margin-bottom:0px;width:33.333333333333%;width:calc(33.333333333333% - ( ( 4% + 4% ) * 0.33333333333333 ) );\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-image-element fusion-image-align-center in-legacy-container\" style=\"text-align:center;--awb-margin-top:0%;--awb-margin-right:0%;--awb-margin-bottom:0%;--awb-margin-left:0%;--awb-max-width:130px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);--awb-filter:opacity(100%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:opacity(60%);\"><div class=\"imageframe-align-center\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/edx.netl.doe.gov\" target=\"_blank\" aria-label=\"EDX Logo\" rel=\"noopener noreferrer\"><img decoding=\"async\" width=\"130\" height=\"53\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2021\/02\/EDX-53h.png\" alt class=\"img-responsive wp-image-16350\"\/><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div>\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:30px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-1\"><p>For over a century the United States Department of Energy\u2019s (U.S. DOE\u2019s) <a href=\"https:\/\/www.netl.doe.gov\/\" target=\"_blank\" rel=\"noopener\">National Energy Technology Laboratory (NETL)<\/a> has been a world-class technology innovation center with global impact across the entire energy sector and beyond, reaching the defense and health care sectors. Today NETL continues to address critical energy, infrastructure, and manufacturing challenges by accelerating cutting-edge technological solutions that are cost effective, enable low-carbon supply chains, and create cleaner and better paying American jobs for sustained economic growth.<\/p>\n<p>The <strong>Science-based Artificial Intelligence and Machine Learning Institute (SAMI)<\/strong> was established in 2020 and combines the strengths of NETL\u2019s energy computational scientists, data scientists, and subject matter experts with strategic partners to drive solutions to today\u2019s energy challenges. The institute has a vision to <strong>leverage science-based models, artificial intelligence, and machine learning (AI\/ML) methods, data analytics, and high-performance computing to accelerate applied technology development for clean, efficient, and affordable energy production and utilization<\/strong>.<\/p>\n<p>SAMI is supported by <a href=\"https:\/\/netl.doe.gov\/onsite-research\/computational\/key-facilities\" target=\"_blank\" rel=\"noopener\">NETL\u2019s cutting-edge computational infrastructure<\/a>, including the Joule 2.0 supercomputer, WATT GPU-based cluster, and the <a href=\"https:\/\/edx.netl.doe.gov\/\" target=\"_blank\" rel=\"noopener\">Energy Data eXchange (EDX\u00ae)<\/a>, while additional high-performance computation facilities are in the planning stages.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:-10px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 1\" src=\"https:\/\/www.youtube.com\/embed\/YphOUz_QuFs?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><div class=\"fusion-text fusion-text-2\"><p style=\"text-align: center;\"><strong>SAMI Overview<\/strong><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-max-width:450px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-4 hover-type-none\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/edx.netl.doe.gov\/\" target=\"_self\" aria-label=\"datais the energy for AI\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"688\" height=\"488\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/04\/datais-the-energy-for-AI-e1713810867688.jpg\" alt class=\"img-responsive wp-image-17894\" srcset=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/04\/datais-the-energy-for-AI-e1713810867688-200x142.jpg 200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/04\/datais-the-energy-for-AI-e1713810867688-400x284.jpg 400w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/04\/datais-the-energy-for-AI-e1713810867688-600x426.jpg 600w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/04\/datais-the-energy-for-AI-e1713810867688.jpg 688w\" sizes=\"auto, (max-width: 1024px) 100vw, (max-width: 640px) 100vw, 600px\" \/><\/a><\/span><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:-4px;\"><p style=\"text-align: center;\"><strong>Data is the energy for AI<\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\"><p>To accelerate innovation while maintaining consistent practices and data integrity, SAMI has developed three research and development (R&amp;D) pillars to overcome common AI\/ML challenges:<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_5 1_5 fusion-one-fifth fusion-column-first\" style=\"--awb-bg-size:cover;width:20%;width:calc(20% - ( ( 4% ) * 0.2 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-liftup-border-radius:5px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div class=\"awb-image-frame awb-image-frame-5 imageframe-liftup imageframe-5\"><span class=\" fusion-imageframe imageframe-none imageframe-5\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/rd-pillars\/edx\/\" target=\"_self\" aria-label=\"edx smart data platform\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"325\" height=\"325\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/09\/edx-smart-data-platform.png\" alt class=\"img-responsive wp-image-18528\" srcset=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/09\/edx-smart-data-platform-200x200.png 200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2024\/09\/edx-smart-data-platform.png 325w\" sizes=\"auto, (max-width: 1040px) 100vw, 325px\" \/><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_4_5 4_5 fusion-four-fifth fusion-column-last\" style=\"--awb-bg-size:cover;width:80%;width:calc(80% - ( ( 4% ) * 0.8 ) );\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-5\"><p>SAMI leverages and enhances its <a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/rd-pillars\/edx\/\">smart data platform<\/a> for supporting the entire life cycle of data with secure, private, collaborative workspaces for research projects, called EDX. SAMI designs tools to curate data from the initiation to the end of a project.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-7 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_5 1_5 fusion-one-fifth fusion-column-first\" style=\"--awb-bg-size:cover;width:20%;width:calc(20% - ( ( 4% ) * 0.2 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-liftup-border-radius:5px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div class=\"awb-image-frame awb-image-frame-6 imageframe-liftup imageframe-6\"><span class=\" fusion-imageframe imageframe-none imageframe-6\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/rd-pillars\/edx\/\" target=\"_self\" aria-label=\"modeling-icon\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"325\" height=\"325\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2021\/03\/modeling-icon.png\" alt class=\"img-responsive wp-image-16457\"\/><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_4_5 4_5 fusion-four-fifth fusion-column-last\" style=\"--awb-bg-size:cover;width:80%;width:calc(80% - ( ( 4% ) * 0.8 ) );\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-6\"><p>SAMI focuses on science-based AI\/ML modeling to inject scientific knowledge and put humans-in-the-loop by leveraging the data resources with advanced, applied energy models, and AI\/ML science to derive breakthrough technology innovations for materials, subsurface, the environment, energy production, smart cities, energy-water systems and much more.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-8 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_5 1_5 fusion-one-fifth fusion-column-first\" style=\"--awb-bg-size:cover;width:20%;width:calc(20% - ( ( 4% ) * 0.2 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-liftup-border-radius:5px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div class=\"awb-image-frame awb-image-frame-7 imageframe-liftup imageframe-7\"><span class=\" fusion-imageframe imageframe-none imageframe-7\" style=\"border-radius:5px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/standards-and-platforms\/\" target=\"_self\" aria-label=\"foundational-icon\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"325\" height=\"325\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2021\/03\/foundational-icon.png\" alt class=\"img-responsive wp-image-16456\"\/><\/a><\/span><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_4_5 4_5 fusion-four-fifth fusion-column-last\" style=\"--awb-bg-size:cover;width:80%;width:calc(80% - ( ( 4% ) * 0.8 ) );\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-7\"><p>SAMI develops <a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/standards-and-platforms\/\">foundational standards and platforms<\/a> for the responsible and sustainable development and deployment of AI\/ML, ensuring that tools work in an intended manner, optimize interpretability of high-quality data sets and ensure trust in AI\/ML across the energy sector.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-9 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-size:cover;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;width:100%;\"><div class=\"fusion-separator-border sep-double\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;border-bottom-width:1px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-size:cover;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-8\"><h1><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/news\/\">Recent News<\/a><\/h1>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-15 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-size:cover;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-recent-posts fusion-recent-posts-1 avada-container layout-default layout-columns-3\"><section class=\"fusion-columns columns fusion-columns-3 columns-3\"><article class=\"post fusion-column column col col-lg-4 col-md-4 col-sm-4\"><div class=\"fusion-flexslider fusion-flexslider-loading flexslider flexslider-hover-type-liftup\"><ul class=\"slides\"><li><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/netl-researchers-take-top-geode-datathon-engineering-award-with-geothermal-innovation\/\" aria-label=\"NETL Researchers Take Top GEODE Datathon Engineering Award with Geothermal Innovation\" class=\"hover-type-liftup\"><img loading=\"lazy\" decoding=\"async\" width=\"478\" height=\"273\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/9_18_25.png\" class=\"attachment-recent-posts size-recent-posts\" alt=\"\" srcset=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/9_18_25-200x114.png 200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/9_18_25-300x171.png 300w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/9_18_25-400x228.png 400w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/9_18_25.png 478w\" sizes=\"(max-width: 478px) 100vw, 478px\" \/><\/a><\/li><\/ul><\/div><div class=\"recent-posts-content\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/author\/eisimingerf\/\" title=\"Posts by Falyn Eisiminger\" rel=\"author\">Falyn Eisiminger<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-09-26T16:57:01+00:00<\/span><h4 class=\"entry-title\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/netl-researchers-take-top-geode-datathon-engineering-award-with-geothermal-innovation\/\">NETL Researchers Take Top GEODE Datathon Engineering Award with Geothermal Innovation<\/a><\/h4><p class=\"meta\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/author\/eisimingerf\/\" title=\"Posts by Falyn Eisiminger\" rel=\"author\">Falyn Eisiminger<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-09-26T16:57:01+00:00<\/span><span>September 18th, 2025<\/span><span class=\"fusion-inline-sep\">|<\/span><\/p><\/div><\/article><article class=\"post fusion-column column col col-lg-4 col-md-4 col-sm-4\"><div class=\"fusion-flexslider fusion-flexslider-loading flexslider flexslider-hover-type-liftup\"><ul class=\"slides\"><li><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/netl-and-partners-revolutionize-critical-mineral-discovery-with-ai-powered-technology\/\" aria-label=\"NETL and Partners Revolutionize Critical Mineral Discovery with AI-Powered Technology\" class=\"hover-type-liftup\"><img loading=\"lazy\" decoding=\"async\" width=\"478\" height=\"273\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/8_13_25-1.png\" class=\"attachment-recent-posts size-recent-posts\" alt=\"\" srcset=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/8_13_25-1-200x114.png 200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/8_13_25-1-300x171.png 300w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/8_13_25-1-400x228.png 400w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/09\/8_13_25-1.png 478w\" sizes=\"(max-width: 478px) 100vw, 478px\" \/><\/a><\/li><\/ul><\/div><div class=\"recent-posts-content\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/author\/eisimingerf\/\" title=\"Posts by Falyn Eisiminger\" rel=\"author\">Falyn Eisiminger<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-09-26T16:53:35+00:00<\/span><h4 class=\"entry-title\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/netl-and-partners-revolutionize-critical-mineral-discovery-with-ai-powered-technology\/\">NETL and Partners Revolutionize Critical Mineral Discovery with AI-Powered Technology<\/a><\/h4><p class=\"meta\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/author\/eisimingerf\/\" title=\"Posts by Falyn Eisiminger\" rel=\"author\">Falyn Eisiminger<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-09-26T16:53:35+00:00<\/span><span>August 13th, 2025<\/span><span class=\"fusion-inline-sep\">|<\/span><\/p><\/div><\/article><article class=\"post fusion-column column col col-lg-4 col-md-4 col-sm-4\"><div class=\"fusion-flexslider fusion-flexslider-loading flexslider flexslider-hover-type-liftup\"><ul class=\"slides\"><li><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/netl-boosts-scientific-productivity-and-saves-energy-with-the-wafer-scale-engine\/\" aria-label=\"NETL Boosts Scientific Productivity and Saves Energy with the Wafer-Scale Engine\" class=\"hover-type-liftup\"><img loading=\"lazy\" decoding=\"async\" width=\"477\" height=\"273\" src=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/07\/Dirk-Van-Essendelft-e1753462152649.jpg\" class=\"attachment-recent-posts size-recent-posts\" alt=\"\" srcset=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/07\/Dirk-Van-Essendelft-e1753462152649-200x114.jpg 200w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/07\/Dirk-Van-Essendelft-e1753462152649-300x172.jpg 300w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/07\/Dirk-Van-Essendelft-e1753462152649-400x229.jpg 400w, https:\/\/edx.netl.doe.gov\/sites\/sami\/wp-content\/uploads\/2025\/07\/Dirk-Van-Essendelft-e1753462152649.jpg 477w\" sizes=\"(max-width: 477px) 100vw, 477px\" \/><\/a><\/li><\/ul><\/div><div class=\"recent-posts-content\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/author\/eisimingerf\/\" title=\"Posts by Falyn Eisiminger\" rel=\"author\">Falyn Eisiminger<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-07-25T16:49:19+00:00<\/span><h4 class=\"entry-title\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/netl-boosts-scientific-productivity-and-saves-energy-with-the-wafer-scale-engine\/\">NETL Boosts Scientific Productivity and Saves Energy with the Wafer-Scale Engine<\/a><\/h4><p class=\"meta\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/edx.netl.doe.gov\/sites\/sami\/author\/eisimingerf\/\" title=\"Posts by Falyn Eisiminger\" rel=\"author\">Falyn Eisiminger<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-07-25T16:49:19+00:00<\/span><span>July 1st, 2025<\/span><span class=\"fusion-inline-sep\">|<\/span><\/p><\/div><\/article><\/section><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-13729","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Home - SAMI<\/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:\/\/edx.netl.doe.gov\/sites\/sami\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Home - SAMI\" \/>\n<meta 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