<?xml version="1.0" encoding="utf-8"?> <feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en"> <generator uri="https://jekyllrb.com/" version="4.3.4">Jekyll</generator> <link href="https://scaliaven.github.io/feed.xml" rel="self" type="application/atom+xml"/> <link href="https://scaliaven.github.io/" rel="alternate" type="text/html" hreflang="en"/> <updated>2026-08-29T15:32:44+00:00</updated> <id>https://scaliaven.github.io/feed.xml</id> <title type="html">Hongjia (Alex) Huang</title> <subtitle>Hongjia (Alex) Huang — MSR student at the CMU Robotics Institute. Physically grounded AI: robotics, computer vision, and physics-informed video generation.</subtitle> <author> <name>Hongjia (Alex) Huang</name> </author> <entry> <title type="html">CIFAR-10 Classification using ResNet</title> <link href="https://scaliaven.github.io/blog/2025/cifar/" rel="alternate" type="text/html" title="CIFAR-10 Classification using ResNet"/> <published>2025-02-12T00:00:00+00:00</published> <updated>2025-02-12T00:00:00+00:00</updated> <id>https://scaliaven.github.io/blog/2025/cifar</id> <content type="html" xml:base="https://scaliaven.github.io/blog/2025/cifar/"><![CDATA[<p>This is a revisited version on my original project on CIFAR-10 classification using ResNet. The original project can be found <a href="https://www.kaggle.com/code/alcalemist/notebook1f02441743">here</a>.</p> <div class="jupyter-notebook" style="position: relative; width: 100%; margin: 0 auto;"> <div class="jupyter-notebook-iframe-container"> <iframe src="/assets/jupyter/cifar10.ipynb.html" style="position: absolute; top: 0; left: 0; border-style: none;" width="100%" height="100%" onload="this.parentElement.style.paddingBottom = (this.contentWindow.document.documentElement.scrollHeight + 10) + 'px'"></iframe> </div> </div>]]></content> <author> <name>Hongjia (Alex) Huang</name> </author> <category term="project"/> <category term="computer science"/> <summary type="html"><![CDATA[A project on CIFAR-10 classification using ResNet.]]></summary> </entry> <entry> <title type="html">Effect of Masks on Indoor Classroom Covid-19 Transmission</title> <link href="https://scaliaven.github.io/blog/2025/IMM/" rel="alternate" type="text/html" title="Effect of Masks on Indoor Classroom Covid-19 Transmission"/> <published>2025-02-09T00:00:00+00:00</published> <updated>2025-02-09T00:00:00+00:00</updated> <id>https://scaliaven.github.io/blog/2025/IMM</id> <content type="html" xml:base="https://scaliaven.github.io/blog/2025/IMM/"><![CDATA[<p>This is the final project for the course Intro to Math Modeling. The report is not a solid one, it mainly depends on equations provided by 2 papers <a class="citation" href="#LIU2021">(Liu et al., 2021; Bazant &amp; Bush, 2021)</a> and plug one equation into anthor. However, since this is the first time I wrote something closed to a Math paper, I think it is worth to put it here.</p> <h3 id="report"><a href="/assets/pdf/IMM.pdf">Report</a></h3>]]></content> <author> <name>Hongjia (Alex) Huang</name> </author> <category term="Project"/> <category term="Mathematics"/> <summary type="html"><![CDATA[This is the final project for IMM.]]></summary> </entry> <entry> <title type="html">Introduction</title> <link href="https://scaliaven.github.io/blog/2025/introduction/" rel="alternate" type="text/html" title="Introduction"/> <published>2025-02-08T00:00:00+00:00</published> <updated>2025-02-08T00:00:00+00:00</updated> <id>https://scaliaven.github.io/blog/2025/introduction</id> <content type="html" xml:base="https://scaliaven.github.io/blog/2025/introduction/"><![CDATA[<blockquote> <p>I planed to write blogs across three disciplines: Computer Science, Mathematics, and Physics.</p> </blockquote>]]></content> <author> <name>Hongjia (Alex) Huang</name> </author> <category term="intro"/> <category term="Computer Science"/> <category term="Mathematics"/> <category term="Physics"/> <summary type="html"><![CDATA[what I am going to do]]></summary> </entry> </feed>