발행물

전체 논문

318

21

Strengthening Effect in Aluminum-Graphene Nanolayered Composites via Interface Engineering
Daeho Kim†, Joohee Choi†, Seunghwa Ryu*, Seung Min Han*
Materials Science & Engineering A, 2025

22

Mass production of liquid metal-based twisted fiber electrodes with high conductivity, stretchability, and toughness for intelligent digital apparel
Gun-Hee Lee, Yunheum Lee, Hyeonyeob Seo, Kyunghyun Jo, Jinwook Yeo, Semin Kim, Jae-Young Bae, Carmel Majidi, Jiheong Kang, Seung-Kyun Kang, Seunghwa Ryu, Seongjun Park*
Nature Communications, 2025

23

Deep reinforcement learning-based optimization for the shape of an adhesive pillar with enhanced adhesion strength
Jecheon Yu, Seunghwa Ryu
Journal of Mechanical Design, 1970

24

Wiedemann-Franz Law and Thermoelectric Inequalities: Effective ZT and Single-leg Efficiency Overestimation
Byungki Ryu, Seunghyun Oh, Wabi Demeke, Jaywan Chung, Jongho Park, Nirma Kumari, Aadil Fayaz Wani, Seunghwa Ryu, SuDong Park
Journal of Applied Physics, 2025

25

Towards the automation of plate forming process for shipbuilding: A DNN-based multi-start convex optimization framework for the prompt inverse design of line heating patterns
Hyeonbin Moon, Kundo Park, Jaemin Lee, Dongki Lee*, Seunghwa Ryu*
Extreme Mechanics Letters, 2025

26

Design of Auxetic Metamaterial for Enhanced Low Cycle Fatigue Life and Negative Poisson’s Ratio through Multi-objective Bayesian Optimization
Sukheon Kang†, Hyunbin Moon, Seonho Shin, Mahmoud Mousavi, Hyokyung Sung*, Seunghwa Ryu*
Materials & Design, 2025

27

Skin-Tailored Adhesive Electrode with Tunable Poisson’s Ratio for Stable Electrophysiological Communication
Hyun Seok Kang†, Sumin Kim†, Hyunggwi Song, Yung Lee, Junho Jang, Won Gi Chung, Changyeon Gu, Junmo Kim, Taek-Soo Kim, Seunghwa Ryu, Jang-Ung Park*, Byeong-Soo Bae*
Advanced Health Care Materials, 2025

28

Optimizing Chamber Systems for Deposition Processes in the Semiconductor Industry with Deep Learning Framework: Tackling Small Simulation Datasets
Donggeun Park, Hanbin Cho, Changseob Kwon, Youngyeon Ji*, Seunghwa Ryu*
Journal of Intelligent Manufacturing, 1970

29

Sequential Multi-Objective Bayesian Optimization of Air-Cooled Battery Thermal Management System with Spoiler Integration
Hanbin Cho, Hugon Lee, Seunghwa Ryu
Journal of Energy Storage, 2025

30

Development of an Injection Molding Production Condition Inference System Based on Diffusion Model
Joon-Young Kim†, Heekyu Kim†, Keonwoo Nam, Daeyoung Kang, Seunghwa Ryu
Journal of Manufacturing Systems, 2025