발행물

전체 논문

253

61

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

62

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

63

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

64

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

65

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

66

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

67

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

68

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

69

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices
Peter Serles†, Jinwook Yeo†, Michel Haché, Pedro Guerra Demingos, Jonathan Kong, Pascal Kiefer, Somayajulu Dhulipala, Boran Kumral, Katherine Jia, Shuo Yang, Tianjie Feng, Charles Jia, Pulickel M. Ajayan, Carlos Portela, Martin Wegener, Jane Howe, Chandra Veer Singh, Yu Zou, Seunghwa Ryu*, Tobin Filleter*
Advanced Materials, 2025

70

Enhanced  Energy Harvesting in Rotary Triboelectric Nanogenerators via Gaussian Process Regression-Based Bayesian Optimization
Jiyoung Yoon†, Junhyeong Lee†, Seunghwa Ryu*, Jinhyoung Park*
Nano Energy, 2025