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<!DOCTYPE html>
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<meta name="keywords" content="UT-Austin researchers partner with Austin Fire Department to predict, map smoke impact on communities, Scientists weigh the balance of matter in galaxy clusters, How a Feel-Good AI Story Went Wrong in Flint, Rethinking Everything We Thought We Knew ABout Star Clusters">
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<h3 class="u-align-center u-text u-text-default u-text-2">TATTER</h3>
<p class="u-align-center u-text u-text-3" spellcheck="false"> TATTER (Two-sAmple TesT EstimatoR) is a tool to perform two-sample hypothesis test.</p>
<a href="https://github.com/afarahi/tatter" class="u-active-none u-border-2 u-border-no-left u-border-no-right u-border-no-top u-border-palette-2-light-1 u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-1" target="_blank">Learn more</a>
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<h3 class="u-align-center u-text u-text-default u-text-4">KLLR</h3>
<p class="u-align-center u-text u-text-5" spellcheck="false"> KLLR: A scale-dependent, multivariate model class for regression analysis</p>
<a href="https://github.com/afarahi/kllr" class="u-active-none u-border-2 u-border-no-left u-border-no-right u-border-no-top u-border-palette-2-light-1 u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-2" target="_blank">learn more</a>
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<h3 class="u-align-center u-text u-text-default u-text-6">PoPE</h3>
<p class="u-align-center u-text u-text-7" spellcheck="false"> PoPE: A population-based approach to model spatial structure of astronomical systems</p>
<a href="https://github.com/afarahi/PoPE" class="u-active-none u-border-2 u-border-no-left u-border-no-right u-border-no-top u-border-palette-2-light-1 u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-3" target="_blank">learn more</a>
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<h3 class="u-text u-text-default u-text-2" spellcheck="false">KiTE</h3>
<p class="u-text u-text-3" spellcheck="false">KiTE is a trusthworthy evaluation dashboard that enables model validation.<br>A finalist for the <a href="https://hai.stanford.edu/ai-audit-challenge-2023-finalists" class="u-active-none u-border-none u-btn u-button-link u-button-style u-hover-none u-none u-text-palette-1-base u-btn-1" target="_blank">AI Audit Challenge</a>.
</p>
<a href="https://kite-visualization-tool.streamlit.app/" class="u-active-none u-border-2 u-border-hover-palette-2-base u-border-no-left u-border-no-right u-border-no-top u-border-palette-2-light-1 u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-2" target="_blank">learn more</a>
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<h3 class="u-text u-text-default u-text-4" spellcheck="false">ERDI</h3>
<p class="u-text u-text-5" spellcheck="false">A group disparity visualization <br>dashbboard.<br>
<br>
</p>
<a href="https://racial-disparity-index-tool.streamlit.app/" class="u-active-none u-border-2 u-border-hover-palette-2-base u-border-no-left u-border-no-right u-border-no-top u-border-palette-2-light-1 u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-3" target="_blank">learn more</a>
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<h3 class="u-text u-text-default u-text-6" spellcheck="false">FIRECom</h3>
<p class="u-text u-text-7" spellcheck="false">A real-time fire incident tracker. <br>In collaboration with <a href="https://sites.utexas.edu/uil/" class="u-active-none u-border-none u-btn u-button-link u-button-style u-hover-none u-none u-text-palette-1-base u-btn-4" target="_blank">Urban Information Lab</a> and <a href="https://www.tacc.utexas.edu/" class="u-active-none u-border-none u-btn u-button-link u-button-style u-hover-none u-none u-text-palette-1-base u-btn-5" target="_blank">TACC</a>. <br>
<br>
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<a href="https://smartcity.tacc.utexas.edu/FireIncident/FireIncidentMap.html#" class="u-active-none u-border-2 u-border-hover-palette-2-base u-border-no-left u-border-no-right u-border-no-top u-border-palette-2-light-1 u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-6" target="_blank">learn more</a>
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<h2 class="u-align-center u-text u-text-default u-text-2" spellcheck="false"> New AI Institute Led by University of Texas Researchers Will Accelerate Cosmic Discovery</h2>
<p class="u-text u-text-3" spellcheck="false"> “It is exciting to witness AI transforming the scientific discovery pipeline, which will accelerate progress at an unprecedented pace, unlocking innovations that promise to transform our understanding of the universe, “ said Arya Farahi.</p>
<a href="https://oden.utexas.edu/news-and-events/news/New-CosmicAI-Institute-led-by-University-of-Texas-Researchers-cosmic-discovery/" class="u-border-none u-btn u-btn-round u-button-style u-hover-palette-2-light-1 u-palette-2-base u-radius-50 u-btn-1" target="_blank">Read more</a>
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<h2 class="u-align-center u-text u-text-default u-text-4" spellcheck="false">Impressive Stats</h2>
<p class="u-text u-text-5" spellcheck="false"> Arya Farahi: "We’re trying to build interdisciplinary collaborations with domain experts across campus so we can have impact on the scientific community and on our local and national communities." </p>
<a href="https://www.texasscientist.cns.utexas.edu/articles/impressive-stats" class="u-border-none u-btn u-btn-round u-button-style u-hover-palette-2-light-1 u-palette-2-base u-radius-50 u-btn-2" target="_blank">Read more</a>
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<h2 class="u-text u-text-default u-text-6" spellcheck="false"> UT-Austin researchers partner with Austin Fire Department to predict, map smoke impact on communities</h2>
<p class="u-text u-text-7" spellcheck="false"> With an<a href="https://smartcity.tacc.utexas.edu/FireIncident/FireIncidentMap.html" class="u-active-none u-border-none u-btn u-button-style u-hover-none u-none u-text-palette-1-base u-btn-3"> online version</a> holding its place, the team plans to release the app by the end of the year. Arya Farahi, a statistics and data sciences professor, said this is the first central place informing Austin of fire locations.
</p>
<a href="https://thedailytexan.com/2023/02/08/ut-austin-researchers-partner-with-austin-fire-department-to-predict-map-smoke-impact-on-communities/" class="u-border-none u-btn u-btn-round u-button-style u-hover-palette-2-light-1 u-palette-2-base u-radius-50 u-btn-4" target="_blank">Read more</a>
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<h2 class="u-text u-text-default u-text-8" spellcheck="false">Rethinking Everything We Thought We Knew About Star Clusters</h2>
<p class="u-text u-text-9" spellcheck="false"> The scientists also serendipitously discovered 60 new potential clusters, but also surprisingly discarded clusters that had previously been identified. The study revealed that many such clusters are actually overlapping groups consisting of more than one cluster, while others are just asterisms – apparent patterns or groupings of stars that are in fact tricks of perspective on the two-dimensional sky.</p>
<a href="https://sci.esa.int/web/gaia/-/61153-rethinking-everything-we-thought-we-knew-about-star-clusters" class="u-border-none u-btn u-btn-round u-button-style u-hover-palette-2-light-1 u-palette-2-base u-radius-50 u-btn-5" target="_blank">Read More</a>
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<h2 class="u-text u-text-default u-text-10" spellcheck="false"> How a Feel-Good AI Story Went Wrong in Flint</h2>
<p class="u-text u-text-11" spellcheck="false"> A machine-learning model showed promising results, but city officials and their engineering contractor abandoned it.</p>
<a href="https://www.theatlantic.com/technology/archive/2019/01/how-machine-learning-found-flints-lead-pipes/578692/?utm_source=feed" class="u-border-none u-btn u-btn-round u-button-style u-hover-palette-2-light-1 u-palette-2-base u-radius-50 u-btn-6" target="_blank">Read More</a>
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<h2 class="u-text u-text-default u-text-12" spellcheck="false"> Scientists weigh the balance of matter in galaxy clusters</h2>
<p class="u-text u-text-13" spellcheck="false"> "This validates the predictions of the prevailing cold <a href="https://phys.org/tags/dark+matter/" rel="tag" class="textTag u-active-none u-border-none u-btn u-button-style u-hover-none u-none u-text-palette-1-base u-btn-7">dark matter</a> theory. Everything is consistent with our current understanding of the universe," said Dr. Farahi.
</p>
<a href="https://phys.org/news/2019-07-scientists-galaxy-clusters.html" class="u-border-none u-btn u-btn-round u-button-style u-hover-palette-2-light-1 u-palette-2-base u-radius-50 u-btn-8" target="_blank">Read More</a>
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<div style="background-color: darkgrey; color: black; padding: 10px;"><b> New AI Institute Led by UT Researchers Will Accelerate Cosmic Discovery </b> - [<a href="https://cns.utexas.edu/news/announcements/new-ai-institute-led-ut-researchers-will-accelerate-cosmic-discovery">Link</a>]
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<div style="background-color: grey; color: black; padding: 10px;"><b> A facilitated residential approach: coalescing collaborative research projects for Health Equity in AI Decisions (HEAD) Residency 2024 </b> - [<a href="https://rai.ac.uk/a-facilitated-residential-approach-coalescing-collaborative-research-projects-for-health-equity-in-ai-decisions-head-residency-2024/">Link</a>]
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<div style="background-color: darkgrey; color: black; padding: 10px;"><b> UT-Austin researchers partner with Austin Fire Department to predict, map smoke impact on communities </b> - [<a href="https://thedailytexan.com/2023/02/08/ut-austin-researchers-partner-with-austin-fire-department-to-predict-map-smoke-impact-on-communities/">Link</a>]
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