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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" />
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<body class="is-preload">
<!-- Wrapper -->
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<!-- Main -->
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<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>
<!-- Banner -->
<section id="banner">
<div class="content">
<h2 style="color:#5714a8;">Now accepting applications for <a href="jobs.html"><u>2023-2024
Postbaccalaureate Research Fellows!</u></a></h2>
<ul class="actions">
<li><a href="https://academicjobsonline.org/ajo/jobs/22854" class="button big">Apply
Now</a></li>
</ul>
</div>
</section>
<!-- Content -->
<section>
<header class="main">
<h1>Get Involved</h1>
</header>
<!--
<span class="image main"><img src="images/pic11.jpg" alt="" /></span>
-->
<p>There are research fellowships and employment positions for you to be involved in A3D3. This
page summarizes the latest opportunities.
</p>
<h2>2023-2024 Postbaccalaureate Research Fellows</h2>
<p>We are seeking postbaccalaureate research fellows to join our interdisciplinary teams of
scientists and engineers to develop and deploy artificial intelligence (AI) to accelerate
science discoveries in particle physics, astrophysics, biology, and neuroscience.
We strongly encourage women and individuals from traditionally underrepresented groups in
STEM, such as African American/Black, Chicano/Latino, Native American/Alaska Native, Native
Hawaiin/Pacific Islander, and Filipino, to apply.</p>
<p>Apply through <a href="https://academicjobsonline.org/ajo/jobs/22854">Academic Jobs
Online</a>. Participating sites and possible projects for 2023-2024:</p>
<ul>
<li> <a href="https://www.purdue.edu/">Purdue University</a><br>
<img height="150" src="images/Purdue.jpg"></img>
<img height="150" src="images/GNN.jpg"></img>
<img height="150" src="images/Particles.jpg"></img>
<ul>
<li> Project Description: Postbacc fellows will work together with mentors to
develop advanced machine learning models, graph neural networks in particular,
to solve application problems in high-energy physics and neuroscience.
<li> Mentors: <a
href="https://sites.google.com/view/panli-purdue/home?authuser=0">Pan
Li</a>, <a href="https://mia.physics.purdue.edu/">Mia Liu</a>, <a
href="https://engineering.purdue.edu/MakinLab">Maria Makin</a>
<li> Desired Competencies (may be learned on the job): Coding in python; machine
learning; some background knowledge in either higher energy physics or
neuroscience; technical communication
<li> Location: West Lafayette, IN
</ul>
</ul>
<ul>
<li> <a href="https://ucsd.edu">UC San Diego</a><br>
<img height="150" src="images/UCSD.jpeg"></img>
<img height="150" src="images/HIG-19-003_v3.png"></img>
<img height="150" src="images/DuarteLab.jpg"></img>
<ul>
<li> Project Description: Postbacc fellows will work together with mentors to
develop the python-based <a
href="https://github.com/fastmachinelearning/hls4ml">hls4ml</a> and other
AI-hardware codesigns software tools for implementing, compressing, and
quantizing neural network algorithms on FPGAs with sub-microsecond inference
latency.
Fellows will also apply these techniques to collider physics including
regression and classification tasks related to jets and missing transverse
energy as well as general anomaly detection in the <a
href="https://cds.cern.ch/record/2714892">CMS Phase-2 Level-1 trigger</a>.
<li> Mentors: <a href="https://jduarte.physics.ucsd.edu">Javier Duarte</a>
<li> Desired Competencies (may be learned on the job): Coding in python; machine
learning; FPGA firmware development; high-level synthesis; collider physics;
trigger; technical communication
<li> Location: La Jolla, CA
</ul>
</ul>
<ul>
<li> <a href="http://twin-cities.umn.edu/">University of Minnesota</a><br>
<img height="150" src="images/UMN.jpeg"></img>
<img height="150" src="images/LIGO.jpeg"></img>
<img height="150" src="images/P48small.jpeg"></img>
<ul>
<li> Project Description: Postbacc fellows will work together with mentors to
develop machine learning applications applied to both gravitational-wave
detector such as the <a href="https://www.ligo.caltech.edu/">Laser
Interferometer Gravitational-wave Observatory</a> and optical telescope data
such as that from the <a href="https://www.ztf.caltech.edu/">Zwicky Transient
Facility</a> to detect both gravitational waves and their optical
counterparts.
<li> Mentors: <a href="https://www.michaelwcoughlin.com/">Michael Coughlin</a>
<li> Desired Competencies (may be learned on the job): Coding in python (and
javascript); machine learning; databases; time-domain astronomy; technical
communication
<li> Location: Minneapolis, MN
</ul>
</ul>
<ul>
<li> <a href="https://illinois.edu">University of Illinois at Urbana-Champaign</a><br>
<img height="150" src="images/uiuc-900x600.jpg"></img>
<img height="150" src="images/Itk.png"></img>
<img height="150" src="images/XACC.png"></img>
<ul>
<li> Project Description: Postbacc fellows will work together with mentors to
develop fast reconstruction methods and applications based on machine learning
to improve real-time data selection for event triggering in high-energy physics
and multi-messenger astrophysics experiments. Successful candidates will have
the opportunity to collaborate with the Illinois interdisciplinary centers <a
href="https://icasu.illinois.edu">Illinois Center for Advanced Studies of
the Universe</a> and <a href="https://ai.ncsa.illinois.edu">Center for
Artificial Intelligence Innovation</a> in their research.
<li> Mentors: <a href="https://msneubauer.github.io">Mark Neubauer</a> and <a
href="https://dchen.ece.illinois.edu">Deming Chen</a>
<li> Desired Competencies (may be learned on the job): Coding in python; machine
learning; ; FPGA firmware development; high-level synthesis; particle physics;
detector triggering; technical communication
<li> Location: Champaign-Urbana, IL
</ul>
</ul>
<ul>
<li> <a href="http://web.mit.edu/">Massachusetts Institute of Technology
</a><br>
<img height="150" src="images/mit.jpeg"></img>
<img height="150" src="images/gw.gif"></img>
<img height="150" src="images/fastml.png"></img>
<ul>
<li> Project Description: Postbacc fellows will work together with mentors to
develop deep
learning algorithms applied to either gravitational-wave detector such
as
the
<a href="https://www.ligo.caltech.edu/">Laser
Interferometer
Gravitational-wave
Observatory</a>
or
the
Large
Hadron
Collider
to
discover
new
physics
events. Additionally
students,
have
the
possibility
to
explore
optimized
and
create
their own
deep
learning
architectures.
<li> Mentors: <a href="https://physics.mit.edu/faculty/philip-harris/">Philip
Harris</a>
<a href="http://www.mit.edu/~kats/">
Erik
Katsavounidis
</a>
<a href="https://songhan.mit.edu/">
Song
Han </a>
<li> Desired
Competencies
(may
be
learned
on
the
job):
Coding
in
python;
machine
learning;
time-domain
astronomy/
Paritcle
Physics;
technical
communication;
FPGA programming
<li> Location: Boston, MA
</ul>
</ul>
<ul>
<li> <a href="https://duke.edu/">Duke University </a><br>
<img height="150" src="images/duke.png"></img>
<img height="150" src="images/tpc.png"></img>
<img height="150" src="images/earth2.jpg"></img>
<ul>
<li> Project
Description:
Postbacc
fellows
will
work
together
with
mentors
to
develop
deep
learning
algorithms
applied
to
neutrino
experiments,
with collaborations
including the
<a href="https://www.dunescience.org/">Deep
Underground
Neutrino
Experiment</a>,
<a href="https://sites.duke.edu/coherent">COHERENT</a>
and
<a href="https://snews2.org">SNEWS</a>.
<li> Mentors: <a href="https://phy.duke.edu/~schol">Kate
Scholberg</a>
<li> Desired
Competencies
(may
be
learned
on
the
job):
Coding
in
python;
machine
learning;
time-domain
astronomy/
particle
physics;
technical
communication;
FPGA programming
<li> Location: Durham, NC
</ul>
</ul>
<ul>
<li> <a href="https://www.washington.edu/">University of Washington</a><br>
<img height="150" src="images/UW-campus.jpeg"></img>
<img height="150" src="images/ATLAS-dijet-event.png"></img>
<img height="150" src="images/Neuro-R1.jpg"></img>
<ul>
<li> Project Description: Postbacc fellows will work together with mentors to
develop deep learning algorithm to i) improve event reconstruction and anomaly
detection for high-energy physics trigger system, and/or ii) accelerate
processing, organizing, and analyzing massive neural datasets in real time.
Successful candidates will have the opportunity to collaborate with the <a
href="https://phys.washington.edu/epe-atlas-experiment">EPE</a>, <a
href="https://people.ece.uw.edu/hauck/acme.html">ACME</a> Lab, <a
href="https://compneuro.washington.edu/">CNC</a>, and <a
href="https://mobile.twitter.com/shlizermangrp">Neuro AI</a> Lab in their
research.
<li> Mentors: <a href="https://people.ece.uw.edu/hauck/">Scott Hauck</a>, <a
href="http://faculty.washington.edu/schsu">Shih-Chieh Hsu</a> , <a
href="https://faculty.washington.edu/aorsborn">Amy Orsborn</a> and <a
href="https://faculty.washington.edu/shlizee">Eli Shlizerman</a>
<li> Desired Competencies (may be learned on the job): Coding in python; machine
learning; FPGA firmware development; high-level synthesis; particle physics;
neuroscience; technical communication
<li> Location: Seattle, WA
</ul>
</ul>
<h2>Administration</h2>
<ul>
<li> <a
href="https://uwhires.admin.washington.edu/ENG/candidates/default.cfm?szCategory=jobprofile&jobhistory=1&szOrderID=218304">A3D3
Program Operations Specialist</a> (Salary: $4343 - $6515 per month)
</ul>
</p>
<h2>Postdocs</h2>
<ul>
<li> TBA
</ul>
</p>
</section>
</div>
</div>
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<!-- Search -->
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<input type="text" name="query" id="query" placeholder="Search" />
</form>
</section>
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<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>
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<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>
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<li><a href="jobs.html">Jobs</a></li>
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