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Update publications with PDF links and add new content
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Publications/HongTH_AIS_2025.pdf

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Publications/HongTH_IJRR_2025.pdf

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Publications/TaehwaHong_Thesis.pdf

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_config.yml

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markdown: kramdown
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permalink: /:title/
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# Pagination disabled - using custom homepage
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# paginate: 5
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# paginate_path: "/page:num/"
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# Pagination for the homepage
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paginate: 5
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paginate_path: "/page:num/"

_includes/head.html

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</title>
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<!-- CSS -->
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<link rel="stylesheet" href="{{ site.baseurl }}/public/css/poole.css">
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<link rel="stylesheet" href="{{ site.baseurl }}/public/css/syntax.css">
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<link rel="stylesheet" href="{{ site.baseurl }}/public/css/hyde.css">
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<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=PT+Sans:400,400italic,700|Abril+Fatface">
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<link rel="stylesheet" href="{{ site.baseurl }}public/css/poole.css">
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<link rel="stylesheet" href="{{ site.baseurl }}public/css/syntax.css">
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<link rel="stylesheet" href="{{ site.baseurl }}public/css/hyde.css">
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<link rel="stylesheet" href="http://fonts.googleapis.com/css?family=PT+Sans:400,400italic,700|Abril+Fatface">
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<!-- Icons -->
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<link rel="apple-touch-icon-precomposed" sizes="144x144" href="{{ site.baseurl }}/public/apple-touch-icon-144-precomposed.png">
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<link rel="shortcut icon" href="{{ site.baseurl }}/public/favicon.ico">
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<link rel="apple-touch-icon-precomposed" sizes="144x144" href="{{ site.baseurl }}public/apple-touch-icon-144-precomposed.png">
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<link rel="shortcut icon" href="{{ site.baseurl }}public/favicon.ico">
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<!-- RSS -->
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<link rel="alternate" type="application/rss+xml" title="RSS" href="/atom.xml">

_includes/sidebar.html

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<div class="container sidebar-sticky">
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<div class="sidebar-about">
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<h1>
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<a href="{{ site.baseurl }}/">
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<a href="{{ site.baseurl }}">
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{{ site.title }}
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</a>
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</h1>
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<p class="lead">{{ site.description }}</p>
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</div>
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<nav class="sidebar-nav">
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<a class="sidebar-nav-item{% if page.url == '/' or page.url == '/index.html' %} active{% endif %}" href="{{ site.baseurl }}/">Home</a>
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<a class="sidebar-nav-item{% if page.url contains '/research' %} active{% endif %}" href="{{ site.baseurl }}/research/">Research</a>
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<a class="sidebar-nav-item{% if page.url contains '/publications' %} active{% endif %}" href="{{ site.baseurl }}/publications/">Publications</a>
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<a class="sidebar-nav-item" href="https://github.com/ndolphin-github">GitHub Profile</a>
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<a class="sidebar-nav-item{% if page.url == site.baseurl %} active{% endif %}" href="{{ site.baseurl }}">Home</a>
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{% comment %}
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The code below dynamically generates a sidebar nav of pages with
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`layout: page` in the front-matter. See readme for usage.
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{% endcomment %}
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{% assign pages_list = site.pages %}
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{% for node in pages_list %}
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{% if node.title != null %}
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{% if node.layout == "page" %}
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<a class="sidebar-nav-item{% if page.url == node.url %} active{% endif %}" href="{{ node.url }}">{{ node.title }}</a>
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{% endif %}
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{% endif %}
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{% endfor %}
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<a class="sidebar-nav-item" href="{{ site.github.repo }}/archive/v{{ site.version }}.zip">Download</a>
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<a class="sidebar-nav-item" href="{{ site.github.repo }}">GitHub project</a>
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<span class="sidebar-nav-item">Currently v{{ site.version }}</span>
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</nav>
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<p>&copy; {{ site.time | date: '%Y' }}. All rights reserved.</p>

git_push.txt

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# Check what changed
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git status
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# Add your changes
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git add .
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# Commit with a message
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git commit -m "Description of your changes"
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# Push to GitHub
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git push origin main

index.html

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title: Home
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---
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<div class="page">
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<h1>Taehwa Hong</h1>
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<p class="lead">Ph.D. Candidate in Mechanical Engineering | Robotics Simulation Researcher</p>
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<div class="posts">
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{% for post in paginator.posts %}
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<div class="post">
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<h1 class="post-title">
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<a href="{{ post.url }}">
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{{ post.title }}
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</a>
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</h1>
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<h2>About Me</h2>
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<p>I am a Ph.D. candidate at Seoul National University (expected February 2026) specializing in <strong>physics-based simulation</strong> and <strong>data generation for robotic learning</strong>. My research addresses the <strong>fidelity-tractability trade-off</strong> in simulating complex physical interactions, particularly involving <strong>deformable structures</strong> and <strong>contact dynamics</strong>.</p>
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<p>To bridge this gap, I develop and validate <strong>abstraction methodologies</strong>, progressing from analytical models for real-time control, to data-driven surrogate models enabling reinforcement learning, and towards Neural Physics Engines (NPEs) for high-fidelity contact modeling. My goal is to create the foundational simulation tools and pipelines needed to generate high-quality, physically-grounded data for training the next generation of physically intelligent robots.</p>
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<h2>Research Interests</h2>
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<ul>
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<li>Physics-Based Simulation (FEM, Rigid-Body)</li>
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<li>Data Generation for Robot Learning (Sim-to-Real, Synthetic Data)</li>
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<li>Contact Dynamics & Deformable Object Modeling</li>
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<li>Neural Physics Engines (NPEs) & Learned Simulators</li>
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<li>Reinforcement Learning for Control</li>
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</ul>
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<h2>Education</h2>
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<ul>
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<li><strong>Integrated M.S./Ph.D. in Mechanical Engineering</strong> (Expected Feb 2026)<br>Seoul National University</li>
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<li><strong>B.S. in Mechanical and Aerospace Engineering</strong> (Feb 2019)<br>Seoul National University</li>
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</ul>
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<h2>Technical Skills</h2>
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<ul>
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<li><strong>Simulation & Modeling</strong>: SOFA (FEM), PyBullet, Isaac Sim, MuJoCo, ABAQUS; Contact Mechanics, Deformable Body Dynamics, Model Order Reduction (MOR)</li>
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<li><strong>Machine Learning</strong>: Python (PyTorch, TensorFlow, NumPy, SciPy), C++, MATLAB; Reinforcement Learning (RL - PPO, SAC), PINNs, Transformers, GNNs</li>
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<li><strong>Robotics & Control</strong>: ROS2, Control Systems Design, Sim-to-Real Transfer, Sensor Calibration & Integration (Tactile, Force, Proprioceptive)</li>
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<li><strong>Hardware & Design</strong>: SolidWorks, Blender, Onshape, AutoCAD; Mechanical Design, Prototyping (Soft Robots, Actuators)</li>
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</ul>
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<h2>Contact</h2>
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<ul>
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<li><strong>Email</strong>: <a href="mailto:[email protected]">[email protected]</a></li>
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<li><strong>GitHub</strong>: <a href="https://github.com/ndolphin-github">github.com/ndolphin-github</a></li>
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<li><strong>LinkedIn</strong>: <a href="https://www.linkedin.com/in/tae-hwa-hong-021b8725b">linkedin.com/in/tae-hwa-hong-021b8725b</a></li>
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<li><strong>Google Scholar</strong>: <a href="https://scholar.google.co.kr/citations?user=kzrORlsAAAAJ&hl=ko">View my publications</a></li>
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</ul>
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<hr>
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<h2>Latest Updates</h2>
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{% for post in site.posts limit:3 %}
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<div class="post-preview">
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<h3><a href="{{ site.baseurl }}{{ post.url }}">{{ post.title }}</a></h3>
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<span class="post-date">{{ post.date | date_to_string }}</span>
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{% if post.excerpt %}
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<p>{{ post.excerpt | strip_html | truncatewords: 30 }}</p>
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{% endif %}
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{{ post.content }}
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</div>
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{% endfor %}
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</div>
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<div class="pagination">
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{% if paginator.next_page %}
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<a class="pagination-item older" href="{{ site.baseurl }}page{{paginator.next_page}}">Older</a>
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{% else %}
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<span class="pagination-item older">Older</span>
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{% endif %}
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{% if paginator.previous_page %}
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{% if paginator.page == 2 %}
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<a class="pagination-item newer" href="{{ site.baseurl }}">Newer</a>
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{% else %}
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<a class="pagination-item newer" href="{{ site.baseurl }}page{{paginator.previous_page}}">Newer</a>
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{% endif %}
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{% else %}
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<span class="pagination-item newer">Newer</span>
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{% endif %}
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</div>

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