Publications

Jiyong Kim, Sunwoong Yang*, Namwoo Kang* (2025). Point-wise Diffusion Models for Physical Systems with Shape Variations: Application to Spatio-temporal and Large-scale system. Arxiv.

Jiyong Kim, Jangseop Park, Nayong Kim, Younyeol Yu, Kiseok Chang, Chang-Seung Woo, Sunwoong Yang*, Namwoo Kang* (2024). Physics-Constrained Graph Neural Networks for Spatio-Temporal Prediction of Drop Impact on OLED Display Panels. Expert Systems with Applications 2025.