Romrawin Chumpu

Romrawin (Jin) Chumpu

Proud to stay multidisciplinary!

I'm an RA at VISTEC, working on Vision-Language Models and WangchanX fine-tuning models.

romrawin.c [at] vistec.ac.th | Google Scholar | Github

Non mi legga chi non e matematico. - Leonardo da Vinci

I think my brain 🧠 processes visual things easily; my interests mainly lie on visual computing, which are physical simulation, computational engineering design, vision, graphics, and machine learning - all of these began with math.

I'm grateful to be supported by SCiUS and Junior Science Talent Project (JSTP) scholarship in mathematics since high school until now.

I love granny activities - crocheting, planting, or reading 🧶🪴📖

Research-In-Progress

	3D Face Generation from Face Component Swapping Romrawin Chumpu In revising and submission Paper \| Code
	A Comprehensive Shape Analysis of Microneedle Geometry from Material Simulation Romrawin Chumpu, Tanyakarn Treeratanaphitak, Shu-Han Hsu In revising and submission Paper \| Code
	MN-SIM: Microneedle Simulation Dataset and Benchmark Romrawin Chumpu, Tanyakarn Treeratanaphitak, Sanparith Marukatat, Shu-Han Hsu In revising and submission Paper \| Code

Research

	Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery Romrawin Chumpu, Chun-Lin Chu, Tanyakarn Treeratanaphitak, Sanparith Marukatat, Shu-Han Hsu Engineering Application of Artificial Intelligence, 2023 Project \| Paper \| Code \| BibTex
	Synthetic face generation from in-the-wild face components swapping Romrawin Chumpu, Pitchayagan Temniranrat, Sanparith Marukatat 17th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), 2022 Paper \| Code Presented online at OAMLS: Online Asian Machine Learning School as a part of 14th Asian Conference on Machine Learning (ACML 2022), Hyderabad, India. Poster
	Z-Face Sketch : Automatic Placement of Face Composites for Composite Sketches Wisarut Bholsithi, Nonlapas Wongwaen, Chanjira Sinthanayothin, Romrawin Chumpu, Police Colonel Nitiphat, Police Colonel Chaiwat Burana International Conference on Digital Government Technology and Innovation (DGTi-CON), 2022 Paper
	Simulation and Control of Drug Release on Microneedle using Machine Learning Technique Romrawin Chumpu Advisor: Assoc. Prof. Dr. Shu-Han Hsu Co-Advisor: Dr. Sanparith Marukatat Functional Advanced Materials Engineering (FAME) laboratory Thammasat University Library, 2021 Thesis \| Summary
	Asian Face Generation Romrawin Chumpu Advisors: Dr. Sanparith Marukatat, Nonlapas Wongwaen National Electronics and Computer Technology Center (NECTEC) Super AI Engineer Development Program Season 1, Level 3 Apprenticeship 🥈 Advanced AI and Best Poster Award, 2021 Poster
	Two-Way Coupling Computational Fluid Dynamics with Explicit Dynamics Modeling and Simulation of Microneedle Romrawin Chumpu, Shu-Han Hsu, Chun-Lin Chu International Conference in Mathematics and Applications (ICMA-MU), 2020 Paper
	The association between dengue incidences and provincial-level weather variables in Thailand from 2001 to 2014 Romrawin Chumpu, Nirattaya Khamsemanan, Cholwich Nattee PLOS One, 2019 Paper
	Simulation-based Design of Aeroponics Nutrient Distribution System Using multiple CFD Romrawin Chumpu Advisor: Assoc. Prof. Nasser Mohieddin Abukhdeir Computational MultiPhysics (CoMPhys) Research Group CHE499 Directed Research Project Department of Chemical Engineering, University of Waterloo, 2019 Paper
	Influenza Activity and Province-level Weather Variations in Thailand, 2009 to 2014, Using Random Forest Time-series Approach Romrawin Chumpu, Nirattaya Khamsemanan, Cholwich Nattee Chiang Mai Journal of Science, 2018 Paper
	Computational Fluid Dynamics (CFD) analysis of an antibiotic drug eluting on orthopedic implants simulation Romrawin Chumpu Advisor: Prof. Peter L. Douglas Summer Research Internship Department of Chemical Engineering, University of Waterloo, 2018 Paper Acknowledgement- Thank you for being the first who introduced me to the world of physics simulation, especially CFD.

Teaching

Modern Image Search
Romrawin Chumpu
Super AI Engineer Development Program Season 4, January, 2024
Course Page | Slide

An introductory course on modern image search, including introduction of SOTA multimodal models and hands-on coding tutorials.

TV Show

Super AI Engineer the Reality Show
One of the ten cast members selected from 8000 competitors nationalwide
Representative of woman in AI (3/10) and a role in AI commutiy as a researcher
🌟 Finalist Team
On-air via national TV channel in 5/5 episodes from November 2022 to January 2023
Full Episodes | Annoucement | Teaser | News
Cast Members | Ad Poster

Seminar

NRL Lab Seminar: Re-thinking Inverse Graphics with Large Language Models
by Kulits et al., 2024, accepted at TMLR
Slide

This page adapted from Jon Barron's site.