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about.html
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<!DOCTYPE HTML>
<!--
Editorial by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>A3D3</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<link rel="apple-touch-icon" sizes="152x152" href="apple-touch-icon.png">
<link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png">
<link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png">
<link rel="manifest" href="site.webmanifest">
<link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5">
<meta name="msapplication-TileColor" content="#da532c">
<meta name="theme-color" content="#ffffff">
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-XMG2364SST"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() { dataLayer.push(arguments); }
gtag('js', new Date());
gtag('config', 'G-XMG2364SST');
</script>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper">
<!-- Main -->
<div id="main">
<div class="inner">
<!-- Header -->
<header id="header">
<a href="index.html" class="logo"><img src="images/a3d3logo2.png" alt="A3D3"
width=200></img></a>
<ul class="icons">
<li><a href="https://github.com/a3d3-institute" class="icon brands fa-github"><span
class="label">GitHub</span></a></li>
<li><a href="https://www.youtube.com/channel/UCozE47hFawTUb4lUhYlQNIQ"
class="icon brands fa-youtube"><span class="label">YouTube</span></a></li>
<li><a href="https://www.linkedin.com/company/a3d3" class="icon brands fa-linkedin"><span
class="label">Linked</span></a></li>
<li><a href="https://twitter.com/a3d3institute" class="icon brands fa-twitter"><span
class="label">Twitter</span></a></li>
</ul>
</header>
<!-- Content -->
<section>
<header class="main">
<h1>About</h1>
</header>
<!--
<span class="image main"><img src="images/pic11.jpg" alt="" /></span>
-->
<p>The National Science Foundation (NSF), under the Harnessing the Data Revolution (HDR)
program, is providing funding to establish the Accelerated AI Algorithms for Data-Driven
Discovery (A3D3) Institute, a multi-disciplinary and geographically distributed entity with
the primary mission to lead a paradigm shift in the application of real-time artificial
intelligence (AI) at scale to advance scientific knowledge and accelerate discovery. The
Institute team reflects a collaborative effort of Principal Investigators from Caltech, Duke
University, MIT, Purdue University, UC San Diego, University of Illinois at
Urbana-Champaign, University of Minnesota, University of Washington, and University of
Wisconsin-Madison.
</p>
<img src="images/A3D3-GeoMap.png" alt="">
<p>As scientific data sets become progressively larger, algorithms to process this data quickly
become more complex. In response, AI has emerged as a solution to efficiently analyze these
massive data sets. Emerging processor technologies, such as graphics processing units (GPUs)
and field-programmable gate arrays (FPGAs), allow AI algorithms to be greatly accelerated.
The combination of AI and these processors is leading to a revolution in the way we analyze
data, minimizing the time needed to perform the most advanced of analyses, and allowing us
to address the challenges brought about by the omnipresent onslaught of data. To harness
these new developments and leverage them for the advancement of science, the newly-created
$15 million NSF HDR Institute of Accelerated AI Algorithms for Data-Driven Discovery (A3D3)
aims to incorporate AI algorithms with new processors such that they can analyze the
unprecedented data sets we face.
</p>
<img src="images/hdr_latency_throughput.png" alt="" width="500">
<p>To take full advantage of fast AI, A3D3 targets fundamental problems in three fields of
science: high energy physics, multi-messenger astrophysics, and systems neuroscience. A3D3
works closely within these domains to develop customized AI solutions to process large
datasets in real-time, significantly enhancing their discovery potential. The ultimate goal
of A3D3 is to construct the institutional knowledge essential for real-time applications of
AI in any scientific field. A3D3 will empower scientists with new tools to deal with the
coming data deluge through dedicated outreach efforts.
</p>
<img src="images/vision_v3.png" alt="" width="400">
</section>
</div>
</div>
<!-- Sidebar -->
<div id="sidebar">
<div class="inner">
<!-- Search -->
<section id="search" class="alt">
<form method="post" action="#">
<input type="text" name="query" id="query" placeholder="Search" />
</form>
</section>
<!-- Menu -->
<nav id="menu">
<header class="major">
<h2>Menu</h2>
</header>
<ul>
<li><a href="index.html">Home</a></li>
<li><a href="about.html">About</a></li>
<li>
<span class="opener">Team</span>
<ul>
<li><a href="researchers.html">Researchers</a></li>
<li><a href="trainees.html">Trainees</a></li>
<li><a href="institutions.html">Institutions</a></li>
<li><a href="ExecBoard.html">Executive Board</a></li>
<li><a href="advisory.html">Advisory board</a></li>
<li><a href="collaborators.html">Collaborators</a></li>
</ul>
</li>
<li>
<span class="opener">Activities</span>
<ul>
<li><a href="hac.html">HAC</a></li>
<li><a href="hep.html">HEP</a></li>
<li><a href="mma.html">MMA</a></li>
<li><a href="neuros.html">Neuroscience</a></li>
<li><a href="publications.html">Publications</a></li>
</ul>
</li>
<li>
<span class="opener">Connect</span>
<ul>
<li><a href="outreach.html">Outreach</a></li>
<li><a href="events.html">Events</a></li>
<li><a href="news.html">News</a></li>
<li><a href="contact.html">Contact</a></li>
<li><a href="codeofconduct.html">Code of conduct</a></li>
</ul>
</li>
<li><a href="jobs.html">Jobs</a></li>
</ul>
</nav>
<!-- Footer -->
<footer id="footer">
<p class="copyright">© A3D3. All rights reserved. Design: <a
href="https://html5up.net">HTML5 UP</a>.</p>
</footer>
</div>
</div>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
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<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>