Lee, Kang-Hyun

1. Microstructure reconstruction using diffusion-based generative models
   2022/11/20 by Kang‐Hyun Lee, Gun Jin Yun, Lee, Kang-Hyun +1 · 4 citations
   Materials Science · Engineering · Computer Science · #Machine Learning in Materials Science #Composite Material Mechanics #Generative Adversarial Networks and Image Synthesis
2. A Data-Driven Framework for Designing Microstructure of Multifunctional Composites with Deep-Learned Diffusion-Based Generative Models
   2023/01/22 by Kang‐Hyun Lee, Hyoung Jun Lim, Lee, Kang-Hyun +3 · 3 citations
   Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Topology Optimization in Engineering
3. Multi-plane denoising diffusion-based dimensionality expansion for 2D-to-3D reconstruction of microstructures with harmonized sampling
   2023/08/27 by Kang‐Hyun Lee, Lee, Kang-Hyun, Gun Jin Yun +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Materials Science (cond-mat.mtrl-sci) #Medical Image Segmentation Techniques