6 citations · 11 across the 3 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2023★ 3 cited
Multi-plane denoising diffusion-based dimensionality expansion for 2D-to-3D reconstruction of microstructures with harmonized sampling
Kang-Hyun Lee, Gun Jin Yun
Acquiring reliable microstructure datasets is a pivotal step toward the systematic design of materials with the aid of integrated computational materials engineering (ICME) approac…
cond-mat.mtrl-sci2023★ 2 cited
A Data-Driven Framework for Designing Microstructure of Multifunctional Composites with Deep-Learned Diffusion-Based Generative Models
Kang-Hyun Lee, Hyoung Jun Lim, Gun Jin Yun
This paper puts forward an integrated microstructure design methodology that replaces the common existing design approaches: 1) reconstruction of microstructures, 2) analyzing and…
cond-mat.mtrl-sci2022★ 6 cited
Microstructure reconstruction using diffusion-based generative models
Kang-Hyun Lee, Gun Jin Yun
Microstructure reconstruction has been an essential part of computational material engineering to reveal the relationship between microstructures and material properties. However,…