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<!DOCTYPE HTML>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Romrawin Chumpu</title>
<meta name="author" content="Romrawin Chumpu">
<meta name="description" content="Romrawin's academic website">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="google-site-verification" content="-rd6Wn6eBhts7ofl7mUtCYLLWHh7J_IzP3WsA1T0RWY">
<link rel="shortcut icon" href="images/favicon/favicon.ico" type="image/x-icon">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
</head>
<body>
<table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<td style="padding:2.5%;width:50%;vertical-align:middle">
<p class="name" style="text-align: center;">
Romrawin (Jin) Chumpu
</p>
<p align="center">Proud to stay <strong class="text-gradient">multidisciplinary!</strong></p>
<p>
I'm an RA at <a href="https://vistec.ac.th/information-science-and-technology">VISTEC</a>, working on Vision-Language Models and <a href="https://github.com/vistec-AI/WangchanX">WangchanX</a> fine-tuning models.
</p>
<!-- <p>
Outside of academics, I'm proud to be the first season of <a href="https://superai.aiat.or.th/"> Super AI Engineer Development Program</a> and ⭐ stared in <a href = "https://youtube.com/playlist?list=PLHfrSEhFAgWPd36rElLImprxv_KfhWulC&si=3OlUvYbDpKFmwucx"> Super AI Engineer The Reality show</a> by AIAT as a woman in AI and a junior researcher.
</p> -->
<p style="text-align:center">
romrawin.c [at] vistec.ac.th |
<a href="https://scholar.google.co.th/citations?user=ByblefQAAAAJ&hl=en"><b>Google Scholar</b></a> |
<a href="https://github.com/romrawinjp/"><b>Github</b></a>
<!-- <a href=""> Frequently Ask! </a> -->
</p>
<p align="center"><a href="">[🧾Visual Notes]</a><a href="https://romrawinjp.github.io/art-gallery/">[🎨Art Gallery]</a></p>
</td>
<td style="padding:5%;width:25%;max-width:25%">
<a href=""></a><img style="width:100%;max-width:100%;object-fit: cover; border-radius: 50%;" alt="profile photo" src="images/jp.jpg" class="hoverZoomLink"></a>
<p align="center"> Non mi legga chi non e matematico. - Leonardo da Vinci </p>
</td>
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</tbody></table>
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<td style="padding:0px;width:25%;vertical-align:middle">
<a href="https://romrawinjp.github.io/art-gallery/"><img style="width: 100%;" src="https://romrawinjp.github.io/art-gallery/images/gif/flower.gif"></a>
</td>
<td style="padding:0px;width:25%;vertical-align:middle">
<a href="https://romrawinjp.github.io/art-gallery/"><img style="width: 100%;" src="https://romrawinjp.github.io/art-gallery/images/gif/water.gif"></a>
</td>
<td style="padding:0px;width:25%;vertical-align:middle">
<a href="https://romrawinjp.github.io/art-gallery/"><img style="width: 100%;" src="https://romrawinjp.github.io/art-gallery/images/gif/bunny.gif"></a>
</td>
<td style="padding:0px;width:25%;vertical-align:middle">
<a href="https://romrawinjp.github.io/art-gallery/"><img style="width: 100%;" src="https://romrawinjp.github.io/art-gallery/images/gif/cat.gif"></a>
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<tbody>
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<td style="padding:2.5%;width:50%;vertical-align:middle">
<p>My interests mainly lie on <em class="text-gradient">visual computing</em>, which are physical simulation, computational engineering design, vision, graphics, and machine learning - all of these began with math. </p>
<p>
I'm grateful to be supported by <a href = "https://scius.mhesi.go.th/">SCiUS</a> and <a href = "https://www.nstda.or.th/jstp/">Junior Science Talent Project (JSTP) </a>scholarship in <em class="text-gradient">mathematics</em> since high school until now.
</p>
<p>I love granny activities - crocheting, planting, or reading 🧶🪴📖</p>
</td>
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<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
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<td style="padding:20px;width:100%;vertical-align:middle">
<h2>Research-In-Progress</h2>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
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<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/3dfaceswap.png' width=100%>
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">
3D Face Generation from Face Component Swapping
</span> <br>
<u>Romrawin Chumpu</u> <br>
<em>In revising and submission</em>
<br>
<a href=""><b>Paper</b></a>
|
<a href="""> <b>Code</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/mnshape.png' width=100%>
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">
A Comprehensive Shape Analysis of Microneedle Geometry from Material Simulation
</span> <br>
<u>Romrawin Chumpu</u>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=124&show=">Tanyakarn Treeratanaphitak</a>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=122&show=">Shu-Han Hsu</a><br>
<em>In revising and submission</em>
<br>
<a href=""><b>Paper</b></a>
|
<a href="""> <b>Code</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/mndataset.png' width=100%>
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">
MN-SIM: Microneedle Simulation Dataset and Benchmark
</span> <br>
<u>Romrawin Chumpu</u>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=124&show=">Tanyakarn Treeratanaphitak</a>,
<a href="https://www.nectec.or.th/hccru/staff/view/29">Sanparith Marukatat</a>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=122&show=">Shu-Han Hsu</a><br>
<em>In revising and submission</em>
<br>
<a href=""><b>Paper</b></a>
|
<a href="""> <b>Code</b></a>
<p></p>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<h2>Research</h2>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
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<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/mnmatdis.jpg' width=100%>
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">
Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery
</span> <br>
<u>Romrawin Chumpu</u>,
<a href="https://www.researchgate.net/profile/Chun-Lin-Chu-2/">Chun-Lin Chu</a>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=124&show=">Tanyakarn Treeratanaphitak</a>,
<a href="https://www.nectec.or.th/hccru/staff/view/29">Sanparith Marukatat</a>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=122&show=">Shu-Han Hsu</a><br>
<em>Engineering Application of Artificial Intelligence</em>, 2023
<br>
<a href="https://romrawinjp.github.io/mn-mat-dis/"><b>Project</b></a>
|
<a href="https://www.sciencedirect.com/science/article/pii/S0952197623010783"><b>Paper</b></a>
|
<a href="https://github.com/romrawinjp/mn-mat-dis"> <b>Code</b></a>
|
<a href="data/mnmatdis.bib"> <b>BibTex</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/faceswap.jpeg' width=100%>
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Synthetic face generation from in-the-wild face components swapping</span> <br>
<u>Romrawin Chumpu</u>,
<a href="">Pitchayagan Temniranrat</a>,
<a href="https://www.nectec.or.th/hccru/staff/view/29">Sanparith Marukatat</a>
<br>
<em>17th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)</em>, 2022
<br>
<a href="https://ieeexplore.ieee.org/abstract/document/9960274/"><b>Paper</b></a>
|
<a href="https://github.com/romrawinjp/face-com-swap"> <b>Code</b></a>
<p></p>
Presented online at OAMLS: Online Asian Machine Learning School as a part of <em>14th Asian Conference on Machine Learning (ACML 2022)</em>, Hyderabad, India.
<br> <a href="images/posters/OAML_Poster.png"><b>Poster</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/zface.jpeg' width=100%>
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Z-Face Sketch : Automatic Placement of Face Composites for Composite Sketches</span>
<br>
<a href="https://www.nectec.or.th/en/research/ainrg/ipu.html">Wisarut Bholsithi</a>,
<a href="https://www.nectec.or.th/en/research/ainrg/ipu.html">Nonlapas Wongwaen</a>,
<a href="https://www.nectec.or.th/en/research/ainrg/ipu.html">Chanjira Sinthanayothin</a>,
<u>Romrawin Chumpu</u>,
<a href="">Police Colonel Nitiphat</a>,
<a href="">Police Colonel Chaiwat Burana</a>
<br>
<em>International Conference on Digital Government Technology and Innovation (DGTi-CON)</em>, 2022 <br>
<a href="https://ieeexplore.ieee.org/abstract/document/9849208"><b>Paper</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/thesis.jpg' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Simulation and Control of Drug Release on Microneedle using Machine Learning Technique</span> <br>
<u>Romrawin Chumpu</u>
<br>
Advisor: <a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=122&show=">Assoc. Prof. Dr. Shu-Han Hsu</a>
<br>
Co-Advisor: <a href="https://www.nectec.or.th/hccru/staff/view/29">Dr. Sanparith Marukatat</a>
<br><br>
<a href="https://fametu.com/">Functional Advanced Materials Engineering (FAME)</a> laboratory
<br>
<em>Thammasat University Library</em>, 2021
<br>
<a href="https://digital.library.tu.ac.th/tu_dc/frontend/Info/item/dc:272966"><b>Thesis</b></a>
|
<a href="data/brief_thesis.pdf"><b>Summary</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/superai.png' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Asian Face Generation</span>
<br>
<u>Romrawin Chumpu</u>
<br>
Advisors: <a href="https://www.nectec.or.th/hccru/staff/view/29">Dr. Sanparith Marukatat</a>,
<a href="">Nonlapas Wongwaen</a><br>
National Electronics and Computer Technology Center (NECTEC)
<br><br>
<a href="https://superai.aiat.or.th/">Super AI Engineer Development Program Season 1</a>, Level 3 Apprenticeship
<br>
🥈 <em>Advanced AI and Best Poster Award</em>, 2021
<br>
<a href="images/posters/superai_final_poster-1.png"> <b>Poster</bb></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/twomn.jpeg' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Two-Way Coupling Computational Fluid Dynamics with Explicit Dynamics Modeling and Simulation of Microneedle </span>
<br>
<u>Romrawin Chumpu</u>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=112&cno=122&show=">Shu-Han Hsu</a>,
<a href="">Chun-Lin Chu</a>
<br>
<a href="https://cem.sc.mahidol.ac.th/ICMA-MU2020/index.php?ppload=mainpage.html"><em>International Conference in Mathematics and Applications (ICMA-MU)</em></a>, 2020
<br>
<a href="https://www.researchgate.net/profile/Romrawin-Chumpu/publication/348136943_Two-Way_Coupling_Computational_Fluid_Dynamics_with_Explicit_Dynamics_Modeling_and_Simulation_of_Microneedle/links/5fefe73d45851553a010f7d9/Two-Way-Coupling-Computational-Fluid-Dynamics-with-Explicit-Dynamics-Modeling-and-Simulation-of-Microneedle.pdf"><b>Paper</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/dengue.png' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">The association between dengue incidences and provincial-level weather variables in Thailand from 2001 to 2014</span>
<br>
<u>Romrawin Chumpu</u>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=106&cno=61&show=">Nirattaya Khamsemanan</a>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=106&cno=65&show=">Cholwich Nattee</a>
<br>
<em> PLOS One</em>, 2019
<br>
<a href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0226945"> <b>Paper</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/waterloo.png' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Simulation-based Design of Aeroponics Nutrient Distribution System Using multiple CFD</span>
<br>
<u>Romrawin Chumpu</u> <br>
Advisor: <a href="https://uwaterloo.ca/chemical-engineering/contacts/nasser-mohieddin-abukhdeir">Assoc. Prof. Nasser Mohieddin Abukhdeir</a>
<br><br>
<a href="https://uwaterloo.ca/computational-multiphysics/">Computational MultiPhysics (CoMPhys) Research Group </a>
<br>
<em> CHE499 Directed Research Project</em><br>Department of Chemical Engineering, University of Waterloo, 2019
<br>
<a href="data/waterloo.pdf"><b>Paper</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/influenza.png' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Influenza Activity and Province-level Weather Variations in Thailand, 2009 to 2014, Using Random Forest Time-series Approach</span>
<br>
<u>Romrawin Chumpu</u>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=106&cno=61&show=">Nirattaya Khamsemanan</a>,
<a href="https://www.siit.tu.ac.th/page_bx.php?cid=106&cno=65&show=">Cholwich Nattee</a>
<br>
<em>Chiang Mai Journal of Science</em>, 2018
<br>
<a href="https://www.thaiscience.info/Journals/Article/CMJS/10990402.pdf"> <b>Paper</b></a>
<p></p>
</td>
</tr>
<tr>
<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/swaterloo.png' width="100%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<span class="papertitle">Computational Fluid Dynamics (CFD) analysis of an antibiotic drug eluting on orthopedic implants simulation</span>
<br>
<u>Romrawin Chumpu</u> <br>
Advisor: <a href="https://uwaterloo.ca/chemical-engineering/profile/pdouglas">Prof. Peter L. Douglas</a>
<br><em> Summer Research Internship</em><br>Department of Chemical Engineering, University of Waterloo, 2018<br>
<a href="data/swaterloo.pdf"><b>Paper</b></a>
<p>
<em class="text-gradient">Acknowledgement</em>- Thank you for being the first who introduced me to the world of physics simulation, especially CFD.
</p>
</td>
</tr>
</tbody>
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<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
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<td style="padding:20px;width:100%;vertical-align:middle">
<h2>Teaching</h2>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
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<td style="padding:1%;width:25%;vertical-align:middle">
<img src='images/mis_page.jpg' width="110%">
</td>
<td style="padding:2%;width:75%;vertical-align:middle">
<a href="https://github.com/romrawinjp/modern-image-search">
<span class="papertitle">Modern Image Search</span>
</a>
<br>
<u>Romrawin Chumpu</u>
<br>
<em>Super AI Engineer Development Program Season 4</em>, January, 2024
<br>
<a href="https://github.com/romrawinjp/modern-image-search"><b>Course Page</b></a>
|
<a href="data/romrawin_modern-image-search.pdf"><b>Slide</b></a>
<p></p>
<p>
An introductory course on modern image search, including introduction of SOTA multimodal models and hands-on coding tutorials.
</p>
<img src="images/mis-slide.png" width=100%">
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
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<h2>TV Show</h2>
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<span class="papertitle">Super AI Engineer the Reality Show</span>
<br>
One of the ten cast members selected from 8000 competitors nationalwide <br>
Representative of <em class="text-gradient">woman in AI</em> (3/10) and a role in AI commutiy as <em class="text-gradient">a researcher</em> <br>
🌟 <u>Finalist Team</u> <br>
On-air via national TV channel in 5/5 episodes from November 2022 to January 2023
<br>
<a href="https://www.youtube.com/playlist?list=PL5EJY8DZP1add2iReDP3ntf_-USBUPoVl"><b>Full Episodes</b></a> |
<a href="https://it24hrs.com/2022/super-ai-engineer-the-reality/"><b>Annoucement </b></a> |
<a href="https://youtu.be/l9fDxJg0qJM?list=PL5EJY8DZP1add2iReDP3ntf_-USBUPoVl"><b>Teaser</b></a> |
<a href=https://it24hrs.com/2022/super-ai-engineer-the-reality/><b>News</b></a> <br>
<a href="https://it24hrs.com/2022/super-ai-engineer-the-reality/"> Cast Members </a> |
<a href="https://it24hrs.com/wp-content/uploads/2022/11/super-ai-engineer-the-reality01.jpg"> Ad Poster</a>
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<span class="papertitle">NRL Lab Seminar: Re-thinking Inverse Graphics with Large Language Models</span>
<br> by Kulits et al., 2024, accepted at TMLR <br>
<a href="data/Re-thinking Inverse Graphics - NRL Seminar.pdf"><b>Slide</b></a> <br>
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<p style="text-align:right;font-size:small;">
This page adapted from <a style="font-size:small" href="https://github.com/jonbarron/jonbarron_website">Jon Barron</a>'s site.
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