Starting M.S. in Mathematical Science at KAIST.
§ Introduction
I am an undergraduate researcher at Ulsan National Institute of Science and Technology (UNIST), advised by Prof. Dongyoung Lim at the Machine Learning & Optimization Lab. My research focuses on AI Optimization, particularly Physics-Informed Neural Networks and Sharpness-Aware Minimization.
§ Recent Publication
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Topic : Spectral Bias in Physics-Informed Neural Networks
§ Recent Project
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2025.11 – 2025.12
SKiP: SVM weighted by K-Nearest-Neighbors and class Probability for weakening outliers
Machine Learning Course Project · UNIST
Implemented a KNN and probability-weighted SVM to handle feature and label outliers. Collaborated as a four-person team.
§ News
Graduating from UNIST.
Joined the Machine Learning & Optimization Lab at UNIST, advised by Prof. Dongyoung Lim.
Joined 3D Vision & Robotics Lab, UNIST, advised by Prof. Kyungdon Joo.
Received Development Fund Scholarship.