1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences
Euihyun Kim, Keun Park, Yeoneung Kim
Recent advances in denoising diffusion models have enabled rapid generation of optimized structures for topology optimization. However, these models often rely on surrogate predict…
cs.LG2024★ 1 cited
Deep Reinforcement Learning for the Design of Metamaterial Mechanisms with Functional Compliance Control
Yejun Choi, Yeoneung Kim, Keun Park
Metamaterial mechanisms are micro-architectured compliant structures that operate through the elastic deformation of specially designed flexible members. This study develops an eff…