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<!DOCTYPE html>
<html class="no-js">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Kw.</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Free HTML5 Bootstrap Template by FREEHTML5.CO" />
<meta name="keywords" content="free html5, free template, free bootstrap, html5, css3, mobile first, responsive" />
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if ($.cookie('styleCookie') === 'style-light.css') {
$('html, body').css('background', '#eeeeee');
}
else if ($.cookie('styleCookie') === 'style.css') {
$('html, body').css('background', '#222222');
}
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</head>
<!-- START HERE ============================================================ -->
<body>
<div class="fh5co-loader"></div>
<div id="fh5co-page"> <!-- the whole page -->
<!-- Navigation ============================================================ -->
<nav id="fh5co-nav" role="navigation">
<ul>
<li class="animate-box fh5co-active"><a href="index.html" class="transition">Home</a></li>
<li class="animate-box"><a href="projects.html" class="transition">Projects</a></li>
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<div class="container">
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<div class="fh5co-intro-text">
<h1>K.-W. H.</h1>
<h3><a href="#home-info">Info</a>
- <a href="#home-about">Experience</a>
- <a href="#home-edu">Education</a>
- <a href="#home-skill">Skills</a>
</h3>
</div>
</div>
</div>
<div class="btn-next animate-box fh5co-learn-more">
<a href="#" class="scroll-btn">
<span>Scroll down :)</span>
<i class="icon-chevron-down"></i>
</a>
</div>
</header>
<!-- Header ============================================================ -->
<!-- Info ============================================================ -->
<a name="home-info"></a>
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<img src="images/home_1.png" height=80% width=80% align="right">
</div>
</div>
<div class="fh5co-text col-md-7 animate-box">
<h1>Kuan-Wei Huang</h1>
<h6 class="fh5co-lead">
<a href="https://www.cmu.edu/physics/people/graduate-students.html" target="_blank">
PhD Candidate @ Carnegie Mellon University
</a>
</h6>
<!-- <p>
Domain Knowledge: Statistical Modeling, Bayesian Analysis, Kernel Density Estimation, Big Data, Machine Learning, Astrophysics
</p> -->
<ul>
<li>
3 first-author and 1 co-author journal papers
</li>
<li>
5+ years experience in modeling and analyzing data with statistics and machine learning to study the Universe with billion-source datasets
</li>
<li>
Domain knowledge: statistical modeling, Bayesian analysis, kernel density estimation, big data, machine learning, astrophysics
</li>
</ul>
<p>
<a href="https://github.com/kuanweih" target="_blank"><i class="icon-github"></i> GitHub</a>
| <a href="https://www.linkedin.com/in/kuan-wei-huang-04a41011a" target="_blank"><i class="icon-linkedin"></i> LinkedIn</a>
| <a><i class="icon-mail2"></i> [email protected]</a>
</p>
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<a href="https://github.com/kuanweih" target="_blank"><i class="icon-github"></i> GitHub</a>
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<a href="https://www.linkedin.com/in/kuan-wei-huang-04a41011a" target="_blank"><i class="icon-linkedin"></i> LinkedIn</a>
</li>
<li>
<a><i class="icon-mail2"></i> [email protected]</a>
</li>
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</div>
</div>
<!-- Info ============================================================ -->
<!-- About ============================================================ -->
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<div class="col-md-2"> <h3 class="fh5co-section-heading">Aug 2016 - present</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
As a Physics PhD candidate at
<a href="https://www.cmu.edu/physics/" target="_blank"> Carnegie Mellon University</a>,
I've worked on several data-driven astrophysical projects
utilizing both billion-source observational sky surveys and
state-of-art hundred-billion-particle cosmological hydrodynamic simulations.
<!-- in <a href="https://www.cmu.edu/cosmology/" target="_blank"> McWilliams Center for Cosmology</a>. -->
Studying the Universe by modeling and analyzing data with statistics and machine learning,
I've published 3 first-author journal papers.
<a href="projects.html" class="transition">Chick for more details :)</a>
</p>
<p class="fh5co-lead">
Alongside the research, I've served as a teaching assistant for courses:
<ul>
<li>33-224 Stars, Galaxies, and the Universe</li>
<li>33-104 Experimental Physics</li>
<li>33-100 Basic Experimental Physics</li>
</ul>
<a href="activities.html" class="transition">Chick for more detail :)</a>
</p>
</div>
</div>
<div class="row animate-box row-bottom-padded-sm">
<div class="col-md-2"> <h3 class="fh5co-section-heading">Aug 2014 - Jul 2016</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
As a Master's student in Physics at
<a href="http://www.ntu.edu.tw/english/" target="_blank"> National Taiwan University</a>,
I've refactored an MPI hydrodynamic solver to cope with the
quantum wave dark matter to study computational cosmology as my thesis research.
Besides the thesis, I've also contributed to another co-author journal paper.
<a href="projects.html" class="transition">Chick for more details :)</a>
</p>
</div>
</div>
</div>
</div>
<!-- About ============================================================ -->
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<div class="col-md-2"> <h3 class="fh5co-section-heading">Education</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
<a href="https://www.cmu.edu/physics/" target="_blank">
Ph.D. - Physics - Carnegie Mellon University
</a><br>
  Advisor:
<a href="https://www.cmu.edu/physics/people/faculty/koposov.html" target="_blank"> Sergey Koposov</a><br>
  Aug. 2016 - present. Pittsburgh, USA.
</p>
<p class="fh5co-lead">
<a href="http://www.phys.ntu.edu.tw/webeng/APHome.aspx" target="_blank">
M.S. - Physics - National Taiwan University
</a><br>
  Thesis: Numerically solving the Schrodinger equation in the hydrodynamic form<br>
<!-- TODO link to thesis? -->
  Advisor:
<a href="http://www.phys.ntu.edu.tw/webeng/member/main1.aspx?mem_id=60" target="_blank"> Tzihong Chiueh</a><br>
  Sept. 2014 - Jul. 2016. Taipei, Taiwan.
</p>
<p class="fh5co-lead">
<a href="http://www.phys.ntu.edu.tw/webeng/APHome.aspx" target="_blank">
B.S. - Physics - National Taiwan University
</a><br>
  Sept. 2009 - Jun. 2013. Taipei, Taiwan.
</p>
</div>
</div>
</div>
</div>
<!-- Edu ============================================================ -->
<!-- Skills ============================================================ -->
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<div class="col-md-2"> <h3 class="fh5co-section-heading">Skills and Tools</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
<a>Python</a> - 5+ years experience <br>
PyTorch | Scikit-Learn | Pandas | Jupyter | NumPy | SciPy | Seaborn | Astropy
</p>
<p class="fh5co-lead">
<a>PostgreSQL</a> | <a>Unix/Bash shell</a> | <a>C</a>: MPI, OpenMP, GSL | <a>Mathematica</a> | <a>LaTeX</a> | <a>Git</a> | <a>Latex</a> | <a>Linux</a>: Slurm, PBS
</p>
</div>
<div class="col-md-2"> <h3 class="fh5co-section-heading">Domain Knowledge</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
<a>Statistical Modeling</a> | <a>Bayesian Analysis</a> | <a>Kernel Density Estimation</a> | <a>Big Data</a> | <a>Machine Learning</a> | <a>Astrophysics</a>
</p>
</div>
<div class="col-md-2"> <h3 class="fh5co-section-heading">Languages</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
English | Mandarin | Taiwanese Hokkien
</p>
</div>
<div class="col-md-2"> <h3 class="fh5co-section-heading">Hobbies</h3> </div>
<div class="col-md-10">
<p class="fh5co-lead">
Tennis | Snowboarding | Cooking
</p>
</div>
</div>
</div>
</div>
<!-- Skills ============================================================ -->
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