index.html

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title: Home
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<h2>Projects</h2>

<p>
  📌 <a href="https://doi.org/10.1016/j.compchemeng.2023.108440">Reduced-order Koopman-based modeling and robust predictive control </a> <br>
  📌 Learning-enabled hybrid modeling and economic model predictive control <br>
  📌 <a href="https://arxiv.org/abs/2408.16338">Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning </a> + <a href="https://github.com/QiYuan-Zhang/Deep-DeePC">Source code</a>
</p>

<h2>Methods</h2>
<p>
  🔬 Machine learning based modeling <br>
  🔬 Model predictive control <br>
  🔬 Data-enabled predictive control <br>
  🔬 Cross-entropy method
</p>



<h2>Applications</h2>
<p>
  ✨ Reactor-separator process <br>
  ✨ Gene regulatory network <br>
  ✨ Shipboard post-combustion carbon capture process
</p>

<h2>Toolboxes</h2>
<p>
  💼 <a href="https://github.com/QiYuan-Zhang/DeePCtools">deepctools</a> for data-enabled predictive control
</p>

<p>
  💼 <a href="https://github.com/QiYuan-Zhang/ModLinear">modlinear</a> for model linearization
</p>

<p>
  💼 <a href="https://github.com/QiYuan-Zhang/QYtool">QYtool</a> for research needs
</p>


<h2>Sticker-packs</h2>
  
<p>
  🥳 <a href="https://github.com/Zhang-Xuewen/QiYuan-Hosptial--Sticker-packs">QiYuan Hospital</a>
</p>

<p>
  🥳 <a href="https://github.com/Zhang-Xuewen/NUSRI-ISEM-1st--Sticker-packs">NUSIR ISEM 1st</a>
</p>
  

<h2>Mods</h2>
  
<p>
  🎮 <a href="https://github.com/Zhang-Xuewen/Mod-Don-t-Starve-Together">Don't Starve Together</a>
</p>
  
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<!-- ___________Posts notes categories present___________ -->
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<h1 style='margin-bottom: -2rem; margin-top: 0rem;'> &ensp; Interesting notes</h1>

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<!-- This loops through the paginated posts -->

<div class="posts">
  {% for post in paginator.posts %}     <!-- Put at most 10 posts, defined at _config.yml -->
  <div class="post" style="height: 120px; overflow: hidden; margin-bottom: 20px;">
    <p class="post-date" style="margin-bottom: 0px;"> <a class="post-title" href="{{ post.url }}">{{ post.title }}</a></p>
    <span class="post-date" style="margin-bottom: -15px; font-size: 25px;">{{ post.date | date_to_string }}</span>
      {{ post.excerpt }}
  </div>
  {% endfor %}
</div>
<hr>

<!-- ___________Shots categories present___________ -->
<img style='margin-bottom: -1rem' align='left' src="{{ '/' | relative_url }}public/images/camera.png" width='160'>

<h1 style='margin-bottom: -3rem; margin-top: 2.5rem;'> &ensp;Have a look of the world inside my eyes</h1>

<br>
<br>
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<div class="posts">
  {% assign displayed_shot_count = 0 %}
  {% assign sorted_shots = site.shots | sort: 'date' | reverse %} <!-- Display only the posts based on the most recent date -->
  {% for shot in sorted_shots %}
    {% if displayed_shot_count < 5 %} <!-- Display only the first 5 shot posts -->
      <div class="post" style="height: 120px; overflow: hidden; margin-bottom: 20px;">
        <p class="post-date" style="margin-bottom: 0px;">
          <a class="post-title" href="{{ shot.url }}">{{ shot.title }}</a>
        </p>
        <span class="post-date" style="margin-bottom: -15px; font-size: 25px;">{{ shot.date | date_to_string }}</span>
        {{ shot.excerpt }}
      </div>
      {% assign displayed_shot_count = displayed_shot_count | plus: 1 %}
    {% endif %}
  {% endfor %}
</div>

<hr>

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<img style='margin-bottom: -1rem' align='left' src="{{ '/' | relative_url }}public/images/IMG_5776.PNG" width='150'>

<h1 style='margin-bottom: -3rem; margin-top: 3rem;'> &ensp; Artworks maybe?</h1>

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<div class="posts">
  {% assign displayed_fig_count = 0 %}
  {% assign sorted_figs = site.figs | sort: 'date' | reverse %}
  {% for fig in sorted_figs %}
    {% if displayed_fig_count < 5 %} <!-- Display only the first 5 fig posts -->
      <div class="post" style="height: 120px; overflow: hidden; margin-bottom: 20px;">
        <p class="post-date" style="margin-bottom: 0px;">
          <a class="post-title" href="{{ fig.url }}">{{ fig.title }}</a>
        </p>
        <span class="post-date" style="margin-bottom: -15px; font-size: 25px;">{{ fig.date | date_to_string }}</span>
        {{ fig.excerpt }}
      </div>
      {% assign displayed_fig_count = displayed_fig_count | plus: 1 %}
    {% endif %}
  {% endfor %}
</div>

<hr>
<a style="text-decoration:none;" href="{{ '/timeline' | relative_url }}"><h1>Timeline of posts</h1></a>


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