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hep.html
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<!DOCTYPE HTML>
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<h1>High Energy Physics</h1>
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<span class="image main"><img src="images/LHCtrigger.jpg" alt="" /></span>
<p>At the Large Hadron Collider (LHC), the challenge of processing data is daunting. With future
aggregate data rates exceeding 1 petabit per second, the data rates at the LHC exceed all
other devices in the world. The aim of A3D3 is to build a series of tools that will enable
the processing of all of this information in real-time using AI. Through the use of AI, A3D3
aims to perform advanced analyses, such as anomaly detection, and particle reconstruction on
all collisions happening 40 million times per second!
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.
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