1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CV2025
Three-dimensional Deep Shape Optimization with a Limited Dataset
Yongmin Kwon, Namwoo Kang
Generative models have attracted considerable attention for their ability to produce novel shapes. However, their application in mechanical design remains constrained due to the li…
cs.CG2024★ 1 cited
DeepJEB: 3D Deep Learning-based Synthetic Jet Engine Bracket Dataset
Seongjun Hong, Yongmin Kwon, Dongju Shin +2
Recent advances in artificial intelligence (AI) have impacted various fields, including mechanical engineering. However, the development of diverse, high-quality datasets for struc…
cs.CV2024★ 1 cited
Deep Generative Design for Mass Production
Jihoon Kim, Yongmin Kwon, Namwoo Kang
Generative Design (GD) has evolved as a transformative design approach, employing advanced algorithms and AI to create diverse and innovative solutions beyond traditional constrain…