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<!doctype html>
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<title>Rice Astroparticle</title>
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<a class="nav-link" href="#overview">Overview</a>
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<a class="nav-link" href="#xenon">XENON</a>
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<a class="nav-link" href="#cyberinfrastructure">eScience</a>
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<img class="second-slide" src="images/seqB_063.jpg" alt="Large Scale Structure" style="opacity:0.5;">
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<h1>Prof. Tunnell wins NSF CAREER award</h1>
<p>Spring, 2021: Group leader Prof Tunnell has won the prestigous <a href="https://en.wikipedia.org/wiki/National_Science_Foundation_CAREER_Awards">NSF CAREER</a> award to apply new machine-learning algorithms from our <a href="https://didacts.org">DIDACTS collaboration</a> to using xenon detectors, such as XENONnT, for measuring neutrino properties. This project is on XENONnT with a longer-term science case of DARWIN.</p>
<p><a class="btn btn-lg btn-primary" href="https://news.rice.edu/2021/03/05/christopher-tunnell-wins-nsf-career-award-2/" role="button">Learn more</a></p>
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<h1>Luis Sanchez won an NSF Graduate Fellowship</h1>
<p>Spring, 2021: Luis Sanchez has won the NSF Graduate Fellowship for his interdiscplinary work of designing unsupervised machine learning algorithms (namely, self-organizing maps) for use in astroparticle physics. This project is supervised by myself and Erzsebet Merenyi in statistics based on a projected funded by <a href="https://research.rice.edu/cvent/funded-awards">Rice Creative Ventures</a>.</p>
<p><a class="btn btn-lg btn-primary" href="http://news.rice.edu/2021/04/19/an-unprecedented-year-record-number-of-rice-grad-students-awarded-nsf-fellowships/" role="button">Learn more</a></p>
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<h1>Sophia Andaloro won a NNSA SSGF fellowship!</h1>
<p>July, 2020: Sophia Andaloro, a graduate student with the Astroparticle Group, is the first Rice University student to the prestigious Department of Energy fellowship. Sophia looks forward to continuing her research, which focuses on measuring tiny energy depositions using nuclear physics detectors and machine learning, and has many applications in other fields as well.</p>
<p><a class="btn btn-lg btn-primary" href="https://graduate.rice.edu/news/current-news/sophia-andaloro-first-rice-student-win-nnsa-ssgf-fellowship" role="button">Learn more</a></p>
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<h1>Excess electronic recoil events in XENON1T!</h1>
<p>June, 2020: XENON1T scientists detected excess — perhaps cosmic — particles that may be evidence of long-sought axions! Physicists have predicted solar axions, but previously never observed them.</p>
<p><a class="btn btn-lg btn-primary" href="http://news.rice.edu/2020/06/17/dark-matter-search-turns-up-another-mysterious-particle/" role="button">Learn more</a></p>
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<h1>World-leading dark matter detector!</h1>
<p>Sept, 2018: Within XENON1T, our colleagues and I published the world-leading results for trying to directly-detecting particle dark matter in Physical Review Letters. It is the time that a tonne-scale detector has successfully completed such a search. We ruled out some dark matter models, but the discovery still remains to be made!</p>
<p><a class="btn btn-lg btn-primary" href="https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.121.111302" role="button">Read paper</a></p>
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<h2 class="featurette-heading">Data-Intensive Astroparticle Physics</h2>
<p class="lead">We work at intersection of astroparticle physics and new computational science methods. We are founding members of the XENON100, XENON1T, and XENONnT dark matter experiments, where XENON1T is the most sensitive dark matter detector ever built (as of 2021) and XENONnT is its upgradate. These experiments are some of the most sensitive ever built to exotic new physics, where we made measurements ranging from the discover of double-electron capture (halflife longer than Universe) to indications of exotic new physics through electron recoils. However, XENON and similar detectors are ideal test cases for new machine learning algorithms and data-science algorithms that can operate at scales of 10s of petabytes while using this sensitive understood detector to fundamentally rethink how data analysis and machine learning are used for discovery. Our group's interested and scope is best seen by the activities of our people. <b>We pride ourselves on creating a new generation of computational particle physicists who can excel at both particle physics and machine learning.</b>
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<img class="featurette-image img-fluid mx-auto" src="images/sacchetti_enrico_Xenon1T_011_11d24118b5e8.jpg" alt="Picture XENON1T">
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<img class="rounded-circle" src="images/chris.jpg" alt="Christopher Tunnell" width="140" height="140">
<h2>Prof. Christopher Tunnell</h2>
<p>Group leader. Assistant Professor of Physics and Astronomy and Computer Science. Computational astroparticle physicist and former XENON1T analysis coordinator specialized in data analysis, data acquisition, and cyberinfrastructure. Hired through the <a href="https://datascience.rice.edu">Rice Data Science Initiative</a>. His background includes neutrino (solar, reactor, sterile, beam), collider, and accelerator physics. However, his unifying interest is cyberinfrastructure: how we handle, reconstruct, and analyze the petabytes of data created by such instruments. Recipient of the 2021 NSF CAREER award and 2016 Breakthrough Prize.<a href="https://inspirehep.net/search?p=exactauthor%3AC.D.Tunnell.1&sf=earliestdate">(Publication)</a></p>
<p><a class="btn btn-secondary" href="https://search.rice.edu/people/detail/html/Y2R0Ng%3D%3D/" role="button">View details »</a></p>
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<img class="rounded-circle" src="images/petr.jpg" alt="Petr Chaguine" width="140" height="140">
<h2>Prof. Petr Chaguine</h2>
<p>Research Associate Professor of Physics and Astronomy (on leave since Sept 2021). He is an expert on the large electrodes, leading these efforts for XENON. Dr. Chaguine is the XENONnT commissioning manager, responsible for getting our upgrade XENONnT build and taking science data. Beyond XENON, as a long established experimental-particle-physics career, bringing this detector knowledge to the hunt of dark matter. <a href="http://inspirehep.net/search?p=exactauthor%3AP.M.Shagin.1&sf=earliestdate">(Publications)</a></p>
<p><a class="btn btn-secondary" href="http://fis-archive.rice.edu/faculty6dd5.html" role="button">View details »</a>. </p>
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<img class="rounded-circle" src="images/aaron.jpg" alt="Aaron Higuera" width="140" height="140">
<h2>Dr. Aaron Higuera</h2>
<p>Research Scientists in Physics and Astronomy. Background in neutrino physics includes, neutrino cross section, BSM physics with neutrinos from reactors and underground physics with neutrino detectors, particularly interested in neutrionless double-beta decay. <a href="https://DIDACTS.org">DIDACTS</a>. <a href="https://inspirehep.net/literature?sort=mostrecent&size=25&page=1&q=exactauthor%3AA.Higuera.1">(Publications)</a>. Joined 2020.</p>
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<div class="col-lg-4">
<img class="rounded-circle" src="images/tina.jpeg" alt="Christina Peters" width="140" height="140">
<h2>Dr. Christina (Tina) Peters</h2>
<p>Permanently Visiting Postdoctoral Researcher from the group of Prof. Hagit Shatkay (<a href="https://www.cis.udel.edu">University of Delaware's Department of Computer and Information Sciences</a>). Background in astrophysics. Dr Peters currently is studying the use of Bayesian Graphical Models to the problem of reconstruction in particle physics, where this method allows machine learning to quantify per-event uncertainty. <a href="https://DIDACTS.org">DIDACTS</a>. Joined 2020.
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<div class="col-lg-4">
<img class="rounded-circle" src="images/sophia.png" alt="Sophia Farrell" width="140" height="140">
<h2>Sophia Farrell</h2>
<p>PhD Student in Physics and Astronomy. Second year. <a href="https://en.wikipedia.org/wiki/National_Nuclear_Security_Administration">National Nuclear Security Administration</a> <a href="http://www.krellinst.org/ssgf/">Stockpile Stewardship Graduate Fellow</a>. <a href="https://www.fastlane.nsf.gov/grfp/AwardeeList.do?method=loadAwardeeList">NSF GRF Awardee 2020</a>. Works on XENONnT, <a href="http://nest.physics.ucdavis.edu">NEST</a>, and the frontiers of machine learning. Joined 2019.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/shixiao.jpg" alt="Shixiao Liang" width="140" height="140">
<h2>Shixiao Liang</h2>
<p>PhD Student in Physics and Astronomy. Second year student working within <a href="https://didacts.org">DIDACTS</a> to push the frontiers of reconstruction using graphs, with the science target of dark matter and neutrinoless double-beta decay. Joined 2019.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/ivy.png" alt="Ivy Li" width="140">
<h2>Ivy Li</h2>
<p> First-year PhD Student in Physics and Astronomy working on an unsupervised learning project with the statistics department. Fulbright Fellow 2020. Joined 2020.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/luis.png" alt="Luis Sanchez" width="140">
<h2>Luis Sanchez</h2>
<p>PhD Student in Physics and Astronomy working with on a project with us from the statistics department on self-organizing maps for unsupervised learning. Joined 2020.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/Charles.jpeg" alt="Charles Dyall" width="140" height="140">
<h2>Charles Dyall</h2>
<p>Undergraduate in Physics and Astronomy and a 2021 Rice SURF Fellow. Working to develop simulations and analysis of a novel optomechanical dark matter detector with the Windchime collaboration. Joined 2021.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/Yvette.jpg" alt="Yvette Martinez" width="140" height="140">
<h2>Yvette Martinez</h2>
<p>Undergraduate in Computer Science. Working on web development related to Identity and Access Management. Joined 2020.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/jason.jpg" alt="Jason Lee" width="140" height="140">
<h2>Jason Lee</h2>
<p>Undergraduate in Computer Science. Joined 2022.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<img class="rounded-circle" src="images/Zoë-Bilodeau.jpg" alt="Zoë Bilodeau" width="140" height="140">
<h2>Zoë Bilodeau</h2>
<p>Undergraduate Senior in Computer Science. Working on optimizing the calculation of the Poisson probability distribution. Joined 2022.</p>
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<div class="col-lg-4">
<img class="rounded-circle" src="images/alex.png" alt="Alejandro Oranday" width="140" height="140">
<h2>Alejandro Oranday</h2>
<p>Undergraduate in Physics and Astronomy. A Rice SURF Fellow working on understanding how manifold learning can be applied to XENON1T data to understand detector response and position reconstruction. Joined 2019.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/Chloe.jpg" alt="Chloe Liebenthal" width="140" height="140">
<h2>Chloe Liebenthal</h2>
<p>Undergraduate in Physics and Astronomy and a 2020 Rice SURF Fellow. Working to simulate scintillation, ionization, and electroluminescence processes in liquid noble elements, such as the xenon used in the XENON1T detector. Joined 2020.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/Charles.jpeg" alt="Charles Dyall" width="140" height="140">
<h2>Charles Dyall</h2>
<p>Undergraduate in Physics and Astronomy and a 2021 Rice SURF Fellow. Working to develop simulations and analysis of a novel optomechanical dark matter detector with the Windchime collaboration. Joined 2021.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/skylar.png" alt="Yiyang 'Skylar' Xu" width="140">
<h2>Yiyang 'Skylar' Xu</h2>
<p>Undergraduate in Computer Science. Working with <a href="https://scimma.org">SCIMMA</a> and <a href="https://snews.bnl.gov">SNEWS</a> to implement an alert system for detecting supernovas. Joined 2020.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/Yvette.jpg" alt="Yvette Martinez" width="140" height="140">
<h2>Yvette Martinez</h2>
<p>Undergraduate in Computer Science. Working on web development related to Identity and Access Management. Joined 2020.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/Yingfan.jpeg" alt="Yingfan Chen" width="140" height="140">
<h2>Yingfan Chen</h2>
<p>Undergraduate in Computer Science. Developing a web application to assist the research group in analyzing waveform data. Joined 2020.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/diep.png" alt="Diep Hoang" width="140" height="140">
<h2>Diep Hoang</h2>
<p>Undergraduate in Computer Science. As part of <a href="https://science-responds.org">Science Responds</a>, Diep is working on <a href="https://github.com/savvy379/covid_community_vulnerability">COVID Community Vunerability Indexing</a> to assess community vulnerability to COVID-19 infections using data visualization. Joined 2020.</p>
</div>
<div class="col-lg-4">
<img class="rounded-circle" src="images/Elli.jpg" alt="Mirella Vassilev" width="140" height="140">
<h2>Mirella Vassilev</h2>
<p>Undergraduate in Physics and Math. Rice SURF Fellow. Modeling and simulating scintillation in XENON1T and XENONnT. Joined 2020.</p>
</div><!-- /.col-lg-4 -->
<div class="col-lg-4">
<h2>Former Members</h2>
<p>Junji Naganoma (XENON1T Operations Manager and Run Coordinator, left July 2020 to work at publisher).</p>
<p>2020: Bo Zheng (Masters CS, <a href="https://iris-hep.org/fellows/BoZheng.html">IRIS-HEP Fellow</a> on <a href="https://pypi.org/project/pyhf/">pyhf</a>), Xiongfeng Song (Masters CS, <a href="https://iris-hep.org/fellows/BoZheng.html">IRIS-HEP Fellow</a> on <a href="https://iris-hep.org/projects/skyhookdm.html">SkyhookDM</a>, 2020), Shuaicheng "Sam" Li, (Research Software Engineer, Bachelors ECE 2020), Dr. Venkat Roy (Postdoc Ph.D visiting scientist from INSPIRE Lab at Rutgers). Diep Hoang (CS Undergraduate <a href="https://github.com/savvy379/covid_community_vulnerability">COVID Community Vunerability Indexing</a>). Yingfan Chen (CS undergrad, web data visualization). Yiyang 'Skylar' Xu (CS undergrad, <a href="https://scimma.org">SCIMMA</a> and <a href="https://snews.bnl.gov">SNEWS</a>). Chloe Liebenthal (Physics undergraduate, NEST).</p>
<p>2019--2021: Alejandro 'Alex' Oranday (Senior thesis and undergraduate research, now Indiana Bloomington)</p>
<p>2020--2021: Mirella Vassilev (Senior thesis, now Stanford)</p>
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<!-- START THE FEATURETTES -->
<hr class="featurette-divider" id="openings">
<div class="row featurette">
<div >
<h2 class="featurette-heading">Want to join? <span class="text-muted">Current openings.</span></h2>
<p class="lead">The group is looking to expand at all levels. For questions, feel free to reach out to Prof Tunnell by <a href="mailto:astroparticle@rice.edu">email</a> <span style="color:red;">(Note: Until pandemic is over, you will most likely get short responses).</span>
<p class="lead"><b>Postdoctoral researchers:</b> We are currently looking for postdoctoral researchers to work on computational astroparticle physics. The current two topics for a postdoc would be either gravitational dark-matter detection as part of Windchime, or advancing computational methods at XENONnT to enable double-beta decay for Darwin. </p>
<ul id="categoryorder1">
<li>The group has money to hire, so send your CV to discuss posibilities</li>
<li>Rice Academy Fellowship <a href="https://riceacademy.rice.edu/about">information here</a> (requires informally contacting our group first). </li>
</ul>
<p class="lead"><b>Graduate students:</b> For people applying in Fall 2021, we expect 1 opening for a student in either Physics and Astronomy, or Computer Science. Please apply to the respective program as our group is not involved in admissions decisions.</p>
<p class="lead"><b>Rice Bachelors students:</b> Projects related to dark matter data analysis, machine learning, and scientific software development are available. All projects require Python knowledge or willingness to learn. Please reach out to us if curious. <span style="color:red;">(Due to the pandemic, we have reduced supervision capacity so will reduce the number of students we accept to 2 or 3 for summer 2021.)</span></p>
<ul id="categoryorder1">
<li>Gravitational detection of dark matter using optomechanical sensors, track finding (requires learning machine learning)</li>
<li>Calculating photon yields of particle interactions in XENONnT from first principles by simulating particle-atom interactions. (requires QM)</li>
<li>Working on the high throughput data pipeline of XENONnT, probably requiring learning about NodeJS web frameworks as well</li>
</ul>
<p class="lead"><b>External funding:</b> Numerous funding opportunities exist for young scientists within the US and abroad (ERC, NWO, DAAD-RISE). If you considering applying to some program where you would like the astroparticle group to be your sponsor or intend to work with us, then please reach out to us at <a href="mailto:astroparticle@rice.edu">astroparticle@rice.edu</a>. <span style="color:red;">(Due to the pandemic, we do not have the supervision capacity for undergraduates from other Universities or anybody else starting out with research.)</span></p>
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