449 citations · 449 across the 2 of their papers we have counts for
2 papers
physics.pop-ph2025
Uncertainty quantification and parameter optimization of plasma etching process using heteroscedastic Gaussian process
Yongsu Jung, Minji Kang, Muyoung Kim +3
This study presents a comprehensive framework for uncertainty quantification (UQ) and design optimization of plasma etching in semiconductor manufacturing. The framework is demonst…
cs.LG2019★ 449 cited
Deep Generative Design: Integration of Topology Optimization and Generative Models
Sangeun Oh, Yongsu Jung, Seongsin Kim +2
Deep learning has recently been applied to various research areas of design optimization. This study presents the need and effectiveness of adopting deep learning for generative de…