Β§ Introduction

I am M.S student at Korea Advanced Institute of Science and Technology (KAIST), advised by Prof. Donghwan Kim at the KAIST Optimization Lab.

Β§ Recent Publication All β†’

Topic : Spectral Bias in Physics-Informed Neural Networks

Youngsik Hwang, Kangjun Lee, Jeongsik Yoon, Dongyoung Lim†

Under review Β· 2026

Β§ Recent Project All β†’
2025.11 – 2025.12

SKiP: SVM weighted by K-Nearest-Neighbors and class Probability for weakening outliers

Machine Learning Course Project Β· UNIST

Implemented a KNN and probability-weighted SVM to handle feature and label outliers. Collaborated as a four-person team.

Β§ News

Starting M.S. course in Mathematical Science at KAIST.

Graduating from UNIST.