mirror of
https://github.com/Brandon-Rozek/website.git
synced 2024-12-28 16:01:29 +00:00
110 lines
5.5 KiB
HTML
110 lines
5.5 KiB
HTML
<!DOCTYPE html>
|
|
<html>
|
|
<head>
|
|
<meta charset="utf-8" />
|
|
<meta name="author" content="Brandon Rozek">
|
|
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
|
<meta name="robots" content="noindex" />
|
|
<meta name="description" content="A list of my research Projects">
|
|
<title>Research | Brandon Rozek</title>
|
|
<link rel="stylesheet" href="themes/bitsandpieces/styles/main.css" type="text/css" />
|
|
<link rel="stylesheet" href="themes/bitsandpieces/styles/highlightjs-github.css" type="text/css" />
|
|
</head>
|
|
<body>
|
|
|
|
<aside class="main-nav">
|
|
<nav>
|
|
<ul>
|
|
<li class="menuitem ">
|
|
<a href="index.html%3Findex.html" data-shortcut="">
|
|
Home
|
|
</a>
|
|
</li>
|
|
<li class="menuitem ">
|
|
<a href="index.html%3Fcourses.html" data-shortcut="">
|
|
Courses
|
|
</a>
|
|
</li>
|
|
<li class="menuitem ">
|
|
<a href="index.html%3Flabaide.html" data-shortcut="">
|
|
Lab Aide
|
|
</a>
|
|
</li>
|
|
<li class="menuitem ">
|
|
<a href="index.html%3Fpresentations.html" data-shortcut="">
|
|
Presentations
|
|
</a>
|
|
</li>
|
|
<li class="menuitem active">
|
|
<a href="index.html%3Fresearch.html" data-shortcut="">
|
|
Research
|
|
</a>
|
|
</li>
|
|
<li class="menuitem ">
|
|
<a href="index.html%3Ftranscript.html" data-shortcut="">
|
|
Transcript
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
</nav>
|
|
</aside>
|
|
<main class="main-content">
|
|
<article class="article">
|
|
<h1>Research</h1>
|
|
<h2>Computer Science / Data Science Research</h2>
|
|
<h3>Reinforcement Learning</h3>
|
|
<p>Deep Reinforcement Learning: With Dr. Zacharski I focused more on a particular instance of Reinforcement Learning where deep neural networks are used. During this time, I built out a Reinforcement Learning library written in PyTorch. This library helps me have a test bed for trying out different algorithms and attempts to create my own.</p>
|
|
<p><a href="https://github.com/brandon-rozek/rltorch">Github Code</a></p>
|
|
<p><a href="/files/research/QEP.pptx">QEP Algorithm Slides</a></p>
|
|
<p>Reinforcement Learning: Currently studying the fundamentals of reinforcement learning with Dr. Davies. We went over the fundamentals such as value functions, policy functions, how we can describe our environment as a markov decision processes, etc.</p>
|
|
<p><a href="index.html%3Fresearch%252FReinforcementLearning.html">Notes and Other Goodies</a></p>
|
|
<p><a href="https://github.com/brandon-rozek/ReinforcementLearning">Github Code</a></p>
|
|
<h3>Programming Languages</h3>
|
|
<p>Programming Languages: Studying the design of programming languages. So far I made an implementation of the SLOTH programming language, experimenting with what I want my own programming language to be syntatically and paradigm wise.</p>
|
|
<p><a href="https://github.com/brandon-rozek/SLOTH">SLOTH Code</a></p>
|
|
<p>Before this study, I worked though a book called "Build your own Lisp" and my implementation of a lisp like language is below.</p>
|
|
<p><a href="https://github.com/brandon-rozek/lispy">Lispy Code</a></p>
|
|
<h3>Other</h3>
|
|
<p>Competitive Programming: Studying algorithms and data structures necessary for competitive programming. Attending ACM ICPC in November with a team of two other students.</p>
|
|
<h2>Math/Statistics Research</h2>
|
|
<p>Worked on an independent study on the topic of <strong>Cluster Analysis</strong>. This is where you try to group similar observations without knowing what the labels are.
|
|
I am studying under the guidance of Dr. Melody Denhere, the link below gives you more of a description of the project along with my course notes.</p>
|
|
<p><a href="index.html%3Fresearch%252FClusterAnalysis.html">Cluster Analysis Spring 2018</a></p>
|
|
<h2>Physics Research</h2>
|
|
<p>For the two projects below, I worked on Quantum Research in a physics lab with a fellow student Hannah Killian and an advisor Dr. Hai Nguyen. I mostly assisted with the software support for the project and assisted in the mathematics in whatever way I can.</p>
|
|
<p><a href="/files/research/modellingpopulationdynamics.pdf">Modeling Population Dynamics of Incoherent and Coherent Excitation</a></p>
|
|
<p><a href="/files/research/coherentcontrolofatomicpopulation.pdf">Coherent Control of Atomic Population Using the Genetic Algorithm</a></p>
|
|
<p>In order to circumvent the frustrations I had with simulation code taking a while, I applied and received funding to build out a Beowulf cluster for the Physics department. Dr. Maia Magrakvilidze was the advisor for this project.</p>
|
|
<p><a href="/files/research/LUNAC.pdf">High Performance Cluster for Research and Education Report (nicknamed LUNA-C)</a></p>
|
|
<p><a href="/files/research/LUNACposter.pdf">LUNA-C Poster</a></p>
|
|
</article>
|
|
</main>
|
|
|
|
<script src="themes/bitsandpieces/scripts/highlight.js"></script>
|
|
<script src="themes/bitsandpieces/scripts/mousetrap.min.js"></script>
|
|
<script type="text/x-mathjax-config">
|
|
MathJax.Hub.Config({
|
|
tex2jax: {
|
|
inlineMath: [ ['$','$'], ["\\(","\\)"] ],
|
|
processEscapes: true
|
|
}
|
|
});
|
|
</script>
|
|
|
|
<script type="text/javascript"
|
|
src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
|
|
</script>
|
|
<script>
|
|
hljs.initHighlightingOnLoad();
|
|
|
|
document.querySelectorAll('.menuitem a').forEach(function(el) {
|
|
if (el.getAttribute('data-shortcut').length > 0) {
|
|
Mousetrap.bind(el.getAttribute('data-shortcut'), function() {
|
|
location.assign(el.getAttribute('href'));
|
|
});
|
|
}
|
|
});
|
|
</script>
|
|
|
|
</body>
|
|
</html>
|