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<!DOCTYPE HTML>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Shiqi Zheng</title>
<meta name="author" content="Shiqi Zheng">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="icon" href="data:image/svg+xml,%3Csvg%20xmlns=%22http://www.w3.org/2000/svg%22%20viewBox=%220%200%20100%20100%22%3E%3Ctext%20y=%22.9em%22%20font-size=%2290%22%3E🌐%3C/text%3E%3C/svg%3E">
</head>
<body>
<table style="width: 100%; max-width: 800px; border: 0; border-spacing: 0; border-collapse: separate; margin-right: auto; margin-left: auto;"><tbody>
<tr style="padding: 0;">
<td style="padding: 0;">
<table style="width: 100%; border: 0; border-spacing: 0; border-collapse: separate; margin-right: auto; margin-left: auto;">
<tbody>
<tr style="padding: 0;">
<td style="padding: 2.5%; width: 63%; vertical-align: middle;">
<p class="name" style="text-align: center;">
Shiqi Zheng
</p>
<p>I am a first year Master's student in Computational Engineering and Science at <a href="https://engineering.brown.edu" target="_blank" rel="noopener noreferrer">Brown University</a>, with specialization in Fluid Mechanics. I major in Computer Science and Physics at <a href="https://college.unc.edu" target="_blank" rel="noopener noreferrer">the University of North Carolina at Chapel Hill</a>.
</p>
<p>
I am advised by <a href="https://inspirehep.net/authors/1430978" target="_blank" rel="noopener noreferrer">Prof. Baoyi Chen</a> and participated in several particle physics research utilizing deep learning. I have a long-standing enthusiasm for the fields of Aerodynamics and Fluid Mechanics, and conducted several interdisciplinary data-driven research projects in Computational Fluid Dynamics, Quantum Physics, and applications of Machine Learning.
</p>
<p>
Also, I won 2 silver medals and 1 bronze medal in 2021 Kaggle competitions and awarded as <a href="https://kaggle.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer"><strong>Competitions Expert</strong></a>.
</p>
<p style="text-align: center;">
<a href="mailto:[email protected]">Email</a> /
<a href="data/SqZheng-CV.pdf" target="_blank" rel="noopener noreferrer">CV</a> /
<a href="https://scholar.google.com/citations?user=4QG1Nc8AAAAJ" target="_blank" rel="noopener noreferrer">Google Scholar</a> /
<a href="https://linkedin.com/in/zhengshiqi" target="_blank" rel="noopener noreferrer">LinkedIn</a> /
<a href="https://github.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer">Github</a>
</p>
</td>
<td style="padding: 2.5%; width: 40%; max-width: 40%;">
<a href="images/SqZheng.jpg"><img style="width: 100%; max-width: 100%;" alt="Profile Photo" src="images/SqZheng.jpg" class="hoverZoomLink"></a>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; border: 0; border-spacing: 0; border-collapse: separate; margin-right: auto; margin-left: auto;">
<tbody>
<tr>
<td style="padding: 20px; width: 100%; vertical-align: middle;">
<h2>Research</h2>
<p>
I am interested in integrating Deep Learning techniques to numerically analyze and simulate properties and behaviors across subjects, such as incompressible flows. Much of my research is about Quantum Physics, Cyber Security, Image Processing utilizing Machine Learning and Deep Learning.
</p>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; border: 0; border-spacing: 0; border-collapse: separate; margin-right: auto; margin-left: auto;">
<tbody>
<tr>
<td style="padding: 30px; width: 35%; vertical-align: center;">
<img src="images/bel.png" alt="Bottom Energy Loss Research Image" width="250">
</td>
<td style="padding: 30px; width: 75%; vertical-align: center;">
<a href="https://arxiv.org/abs/2302.06179" target="_blank" rel="noopener noreferrer">
<span class="papertitle">Bottom energy loss and non-prompt J/ψ production in relativistic heavy ion collisions</span>
</a>
<br>
Meimei Yang,
<strong>Shiqi Zheng</strong>,
Bo Tong,
Jiaxing Zhao,
Wenyuan Ouyang,
Kai Zhou,
<a href="https://inspirehep.net/authors/1430978" target="_blank" rel="noopener noreferrer">Baoyi Chen</a>
<br>
<em>Arxiv</em>
<br>
<a href="https://arxiv.org/pdf/2302.06179.pdf" target="_blank" rel="noopener noreferrer">arXiv</a>
<p></p>
<p>
We discovered that the RAA and v2 of non-prompt J/ψ sensitive to the hot medium reflect and centrality supply an opportunity to study the bottom quarks energy loss in the hot medium.
</p>
</td>
</tr>
<tr>
<td style="padding: 30px; width: 35%; vertical-align: middle; padding-top: 0;">
<img src="images/fffp.png" alt="Fourier-Flow Model Generating Research Image" width="250">
</td>
<td style="padding: 30px; width: 75%; vertical-align: middle; padding-top: 0;">
<a href="https://arxiv.org/abs/2211.03470" target="_blank" rel="noopener noreferrer">
<span class="papertitle">Fourier-Flow model generating Feynman paths</span>
</a>
<br>
Shile Chen,
Oleh Savchuk,
<strong>Shiqi Zheng</strong>,
<a href="https://inspirehep.net/authors/1430978" target="_blank" rel="noopener noreferrer">Baoyi Chen</a>,
Horst Stoecker,
Lingxiao Wang,
Kai Zhou
<br>
<em>Arxiv</em>
<br>
<a href="https://arxiv.org/pdf/2211.03470.pdf" target="_blank" rel="noopener noreferrer">arXiv</a>
<p></p>
<p>
We offered a new avenue to investigate quantum systems with machine learning assisted Feynman Path integral solving.
</p>
</td>
</tr>
<tr>
<td style="padding: 30px; width: 35%; vertical-align: middle; padding-top: 0;">
<img src="images/rfra.png" alt="Research on Fingerprint Recognition Algorithm Research Image" width="250">
</td>
<td style="padding: 30px; width: 75%; vertical-align: middle; padding-top: 0;">
<a href="https://iopscience.iop.org/article/10.1088/1742-6596/2246/1/012069/meta" target="_blank" rel="noopener noreferrer">
<span class="papertitle">Research on Fingerprint Recognition Algorithm</span>
</a>
<br>
Linglong Tan,
Huanyun Chen,
Xiaoyao Yin,
<strong>Shiqi Zheng</strong>
<br>
<em>IOP Publishing</em>
<br>
<a href="https://iopscience.iop.org/article/10.1088/1742-6596/2246/1/012069/pdf" target="_blank" rel="noopener noreferrer">pdf</a>
<p></p>
<p>
We analyzed different fingerprint matching algorithms with computer vision concepts.
</p>
</td>
</tr>
<tr>
<td style="padding: 30px; width: 35%; vertical-align: middle; padding-top: 0;">
<img src="images/mdsps.png" alt="Multi-rate Digital Signal Processing Software Research Image" width="250">
</td>
<td style="padding: 30px; width: 75%; vertical-align: middle; padding-top: 0;">
<a href="https://ieeexplore.ieee.org/abstract/document/9758545" target="_blank" rel="noopener noreferrer">
<span class="papertitle">Design and Implementation of Multi-rate Digital Signal Processing Software Based on FPGA</span>
</a>
<br>
Xiaoyao Yin,
Yingchi Lin,
<strong>Shiqi Zheng</strong>,
Yuankui Wang
<br>
<em>IEEE</em>
<br>
<a href="https://ieeexplore.ieee.org/abstract/document/9758545" target="_blank" rel="noopener noreferrer">IEEE</a>
<p></p>
<p>
We designed an application of FPGA in multi-rate digital signal processing.
</p>
</td>
</tr>
<tr>
<td style="padding: 30px; width: 35%; vertical-align: middle; padding-top: 0;">
<img src="images/dmscna.png" alt="Detection Method of Stealing Complex Network Attack Research Image" width="250">
</td>
<td style="padding: 30px; width: 75%; vertical-align: middle; padding-top: 0;">
<a href="https://ieeexplore.ieee.org/abstract/document/9580928" target="_blank" rel="noopener noreferrer">
<span class="papertitle">Detection Method of Stealing Complex Network Attack Considering Security Situation Awareness</span>
</a>
<br>
<strong>Shiqi Zheng</strong>
<br>
<em>IEEE</em>
<br>
<a href="https://ieeexplore.ieee.org/abstract/document/9580928" target="_blank" rel="noopener noreferrer">IEEE</a>
<p></p>
<p>
I proposed an alarm algorithm based on the aggregation stage and an algorithm based on the causal probability correlation attack stage.
</p>
</td>
</tr>
<tr>
<td style="padding: 30px; width: 35%; vertical-align: middle; padding-top: 0;">
<img src="images/hapann.png" alt="Heart Attack Prediction with Artificial Neural Network Research Image" width="250">
</td>
<td style="padding: 30px; width: 75%; vertical-align: middle; padding-top: 0;">
<a href="http://clausiuspress.com/conference/article/artId/5683.html" target="_blank" rel="noopener noreferrer">
<span class="papertitle">Heart Attack Prediction with Artificial Neural Network</span>
</a>
<br>
<strong>Shiqi Zheng</strong>
<br>
<em>Clausius Scientific Press</em>
<br>
<a href="http://clausiuspress.com/conferences/AEASR/FBB%202020/FBB2020010.pdf" target="_blank" rel="noopener noreferrer">pdf</a>
<p></p>
<p>
I encoded patients' health-related features, designed and trained 3-layer ANN, and reached 87% accuracy to help predict the probability for patients to get heart attacks.
</p>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; margin: 0 auto; border-spacing: 0;">
<tbody>
<tr>
<td style="padding: 20px; padding-bottom: 0;">
<h2>Education</h2>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; margin: 0 auto;">
<tbody>
<tr>
<td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="156" alt="Brown Image" src="images/brown.png"></td>
<td style="padding: 20px; width: 75%; vertical-align: middle;">
<p><a href="https://brown.edu" target="_blank" rel="noopener noreferrer">Brown University</a>, Sc.M. in Data-Enabled Computational Engineering and Science, 2023 - Present</p>
</td>
</tr>
<tr>
<td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="156" alt="UNC-Chapel Hill Image" src="images/unc.png"></td>
<td style="padding: 20px; width: 75%; vertical-align: middle;">
<p><a href="https://unc.edu" target="_blank" rel="noopener noreferrer">UNC-Chapel Hill</a>, B.S. in Computer Science and Physics, 2021 - 2023</p>
</td>
</tr>
<tr>
<td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="156" alt = "UF Image" src="images/uf.png"></td>
<td style="padding: 20px; width: 75%; vertical-align: middle;">
<p><a href="https://ufl.edu" target="_blank" rel="noopener noreferrer">University of Florida</a>, Transfer Out, Computer Science, 2019 - 2021</p>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; margin: 0 auto; border-spacing: 0;">
<tbody>
<tr>
<td style="padding: 20px; padding-bottom: 0;">
<h2>Experiences</h2>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; margin: 0 auto;">
<tbody>
<tr>
<td style="padding: 20px; padding-top: 0; width: 25%; vertical-align: middle;"><img width="100" alt= "BSE Image" src="images/bse.png"></td>
<td style="padding: 20px; padding-top: 0; width: 75%; vertical-align: middle;">
<p><a href="https://facebook.com/browncubesat" target="_blank" rel="noopener noreferrer">Brown Space Engineering</a>, System Engineer on Attitude Determination and Control System (ADCS), 2023 - Present</p>
</td>
</tr>
<tr>
<td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="100" alt= "TJU-Physics Image" src="images/tjuwl.png"></td>
<td style="padding: 20px; width: 75%; vertical-align: middle;">
<p><a href="http://physics.tju.edu.cn" target="_blank" rel="noopener noreferrer">Tianjin University Department of Physics</a>, Research Assistant on Particle Physics, 2022 - Present</p>
</td>
</tr>
<tr>
<td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="100" alt= "VisionX Image" src="images/visionx.png"></td>
<td style="padding: 20px; width: 75%; vertical-align: middle;">
<p><a href="https://visionx.org" target="_blank" rel="noopener noreferrer">VisionX LLC</a>, Software Engineer Intern on Computer Vision, 2022</p>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; margin: 0 auto; border-spacing: 0;">
<tbody>
<tr>
<td style="padding: 20px; padding-bottom: 0;">
<h2>Awards</h2>
</td>
</tr>
</tbody>
</table>
<table style="width: 100%; margin: 0 auto;">
<tbody>
<tr>
<td style="padding: 20px; padding-top: 0; width: 100%; vertical-align: middle;">
<p><a href="https://kaggle.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer">Kaggle Competition Expert</a> - 2 silver medals and 1 bronze medal</p>
<p>University of North Carolina at Chapel Hill Dean's List (<a href="https://registrar.unc.edu/reports/deans-list-degree-recipient-list/spring-2023-deans-list/" target="_blank" rel="noopener noreferrer">2023</a>)</p>
<p>University of Florida Dean's List (2019 & 2020)</p>
</td>
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<td style="padding: 0;">
<br>
<p style="text-align: right; font-size: small;">
Website template mainly borrowed from <a href="https://jonbarron.info/" target="_blank" rel="noopener noreferrer">Here</a>. Big thanks to <a href="https://zinengtang.github.io" target="_blank" rel="noopener noreferrer">Zineng Tang</a>.
</p>
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</body>
</html>