AI Initiative

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class="org_header_menu"> <ul class="org-menu-list" class="menu nonorg-header---ai-initiati"> <li class="org-menu-item org-item item_below" > <a href="/ai-initiative" data-drupal-link-system-path="node/60014" class="is-active" aria-current="page">About</a> <i title="About" class="fas fa-caret-down"></i> <ul class="org-menu-list submenu"> <li class="org-menu-item org-item" > <a href="/ai-initiative/overview" data-drupal-link-system-path="node/60097">Overview</a> </li> </ul> </li> <li class="org-menu-item org-item" > <a href="/ai-initiative/news" data-drupal-link-system-path="node/60098">News</a> </li> <li class="org-menu-item org-item" > <a href="/ai-initiative/careers" data-drupal-link-system-path="node/60094">Careers</a> </li> <li class="org-menu-item org-item item_below" > <span>Workforce Development</span> <i title="Workforce Development" class="fas fa-caret-down"></i> <ul class="org-menu-list submenu"> <li class="org-menu-item org-item" > <a 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</div> <div id="block-hero-section-content"> <div class="node__content landing-page-hero-overlay-container"> <div class="landing-page-hero-wrapper"> </div> </div> </div> <div id="block-overviewblurb-1"> <article class="node node--type-landing-page node--view-mode-overview-blurb-with-background-color"> <div class="node__content"> </div> </article> </div> </div> <div > <div class="status-messages-container"> <div data-drupal-messages-fallback class="hidden"></div> </div> </div> </div> <div class="container"> <div class="main-content no-sidebar" id="main-content"> <div class="main-content-wrapper"> <div class="content-section" > <div class="page-title" id="block-ornl-page-title"> <h1 class="page-title"><span>AI Initiative</span> </h1> </div> <div id="block-ornl-content"> <article class="node node--type-landing-page node--view-mode-full"> <div class="node__content"> <div class="landing-page-paragraphs-container"> <div class="paragraph-container"> <div class="text-paragraph paragraph paragraph--type--text-body paragraph--view-mode--default"> <div class="text-only-container"> <div class="field-wrapper text-left-indent"> <div class="field-container" > <div class="field-element" ><h2>Accelerating scientific discovery and national security with AI</h2><p>Oak Ridge National Laboratory has a rich tradition of artificial intelligence (AI) research dating back more than four decades and garnering more than ten patents. The laboratory’s AI Initiative is dedicated to ensuring <em>secure</em>, <em>trustworthy</em>, and <em>energy efficient</em> AI in the service of scientific research and national security.</p><p>Through this internal research investment, subject matter experts at ORNL leverage the laboratory’s computing infrastructure and software capabilities to expedite times to solution and realize the potential of AI in projects of national and international importance.</p><p>For example, the Initiative has helped multidisciplinary teams demonstrate that machine learning algorithms can be used to extract information from signals with low signal-to-noise ratios; develop algorithms capable of accelerating modeling and simulation with very little training data; and design novel biomimetic neuromorphic devices capable of detecting epileptic seizures.</p></div> </div> </div> </div> </div> </div> <div class="paragraph-container"> <div class="blockquote-paragraph-wrapper"> <div class="blockquote paragraph paragraph--type--block-quote paragraph--view-mode--default"> <p>Oak Ridge National Laboratory has unique expertise and facilities to advance the state of the art in artificial intelligence and apply it to the Department of Energy’s most pressing scientific and national security challenges.<br /> </p> <div class="quote-author">- Prasanna Balaprakash, AI Program Director</div> </div> </div></div> <div class="paragraph-container"> <div class="paragraph paragraph--type--multi-column-section paragraph--view-mode--default"> <h2>Print Materials </h2> <div class="multi-column-wrapper"> <div class="multi-column-3"> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="ai4s2023-cover.jpg"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2023-10/ai4s2023-cover.jpg?h=42c383de&itok=miYtkn8t" width="1000" height="650" alt="AI report cover " /> <div class="content-image__magnify"> <a href="/sites/default/files/2023-10/ai4s2023-cover.jpg"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"></div> </div> <a class="button button--primary" href="https://www.ornl.gov/file/advanced-research-directions-ai-science-energy-and-security/display"> AI report </a> </div> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="ornl_ai_infrastructure.png"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2023-10/ornl_ai_infrastructure_2.png?h=55be468c&itok=kInB2SQg" width="1000" height="650" alt="Fact sheet " /> <div class="content-image__magnify"> <a href="/sites/default/files/2023-10/ornl_ai_infrastructure_2.png"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"></div> </div> <a class="button button--primary" href="https://www.ornl.gov/file/artificial-intelligence-fact-sheet/display"> AI fact sheet </a> </div> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="50089101422_ee811a1633_w.jpg"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2023-10/50089101422_ee811a1633_w.jpg?h=8617df3b&itok=LCWUefob" width="1000" height="650" alt="Summit" /> <div class="content-image__magnify"> <a href="/sites/default/files/2023-10/50089101422_ee811a1633_w.jpg"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"></div> </div> <a class="button button--primary" href="https://ai-roadmap.ornl.gov/wp-content/uploads/2022/06/2022-G02143_AI-at-ORNL-Tri-Fold.pdf"> AI brochure </a> </div> </div> </div> </div> </div> </div> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <section class="staff-profile-card node contact card node--type-staff-profile node--view-mode-staff-profile-card"> <div class="staff-profile-card-wrapper"> <div class="staff-profile-card-details-wrapper"> <div class="staff-profile-card-details"> <div class="staff-profile-card-header"> <h3 class="section-heading">Contact</h3> </div> <div class="staff-profile-card-details-name"> <a href="/staff-profile/prasanna-balaprakash" hreflang="en">Prasanna</a> <a href="/staff-profile/prasanna-balaprakash" hreflang="en">Balaprakash</a> </div> <div class="staff-profile-card-details-title"> Director of AI Programs and Distinguished R&D Staff Scientist </div> <div class="staff-profile-card-details-email"> <a href="mailto:pbalapra@ornl.gov">pbalapra@ornl.gov</a> </div> </div> <div class="staff-profile-card-photo"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="BalaprakashProfile_0.jpg"> <div> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <img loading="lazy" src="/sites/default/files/styles/staff_profile_image_style/public/2023-03/BalaprakashProfile_0.jpg?h=17644140&itok=AYUSlKCG" width="260" height="325" alt="Prasanna Balaprakash Profile Picture" /> </div> </div> </div> </div> </article> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </div> </article> </div> </div> </div> </div> </div> <div > <div id="block-entityviewcontent-6"> </div> </div> <div class="bottom-section-content" > <div id="block-entityviewcontent-3"> <article class="node node--type-landing-page node--view-mode-bottom-section-content"> <div class="landing-page-paragraphs-container"> <div class="paragraph-container"> <div class="paragraph paragraph--type--video-grid paragraph--view-mode--default"> <div class="video-grid-wrapper"> <div class="video-grid-item"> <div class="grid-video-embed-wrapper"> <div id="embed-element-58269" class="embed-element"> <div class="youtube-embed-wrapper"> https://youtu.be/SV5mKJlLTIA?si=LDRGpzv8IXNlUd_L </div> </div> </div> <h4 class="video-label"> Artificial intelligence for science at ORNL </h4> <div class="image-caption"> </div> </div> <div class="video-grid-item"> <div class="grid-video-embed-wrapper"> 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