발행물

전체 논문

318

151

Enhancing Prediction Performance and Generalizing for Transverse Behavior of Unidirectional Composites via Strategic Input Feature Augmentation
Ryu, Seunghwa, Park, Minwoo, Jung, Jiyoung, Moon, Hyeonbin, Park, Donggeun, Go, Myeong-Seok, Noh, Hong-Kyun, Lim, Jae Hyuk
ADVANCED THEORY AND SIMULATIONS, 202504

152

Wiedemann-Franz law and thermoelectric inequalities: Effective ZT and single-leg efficiency overestimation
Ryu, Seunghwa, Ryu, Byungki, Oh, Seunghyun, Demeke, Wabi, Chung, Jaywan, Park, Jongho, Kumari, Nirma, Wani, Aadil Fayaz, Park, Sudong
JOURNAL OF APPLIED PHYSICS, 202503

153

Enhanced energy harvesting in rotational triboelectric nanogenerator via Gaussian process regression-based Bayesian optimization
Ryu, Seunghwa, Yoon, Jiyoung, Lee, Junhyeong, Park, Jinhyoung
NANO ENERGY, 202503

154

Bayesian optimization of tailgate rib structures enhancing structural stiffness under manufacturing constraints of injection molding
Ryu, Seunghwa, Yeo, Jinwook, Lee, Hugon, Kong, Keonpyo, Myeong, Dujae, Jang, Donghoon, Lee, Jongyeob, Choi, Hyeokhwan, Kim, Namkeun
JOURNAL OF MANUFACTURING PROCESSES, 202501

155

Hybrid TPMS-based architectured materials (HTAM) for enhanced specific stiffness using data-driven design
Ryu, Seunghwa, Yeo, Jinwook, Cheung, Samantha, Gu, X. Wendy
MATERIALS & DESIGN, 202501

156

Mean-field homogenization of liquid metal elastomer composites: comparative study and exact dilute solution of core-shell inclusion
Ryu, Seunghwa, Yeo, Jinwook, Lee, Hugon, Moon, Hyeonbin, Yu, Jecheon
JOURNAL OF PHYSICS-CONDENSED MATTER, 202412

157

Customizable metamaterial design for desired strain-dependent Poisson`s ratio using constrained generative inverse design network
Bae, Byeong-Soo, Ryu, Seunghwa, Kang, Hyun Seok, Kang, Sukheon, Song, Hyunggwi
MATERIALS & DESIGN, 202411

158

Auxetic kirigami structure-based self-powered strain sensor with customizable performance using machine learning
Park, Inkyu, Ryu, Seunghwa, Lee, Ikjin, Park, Jaeho, Jung, Yongsu, Gu, Jimin, Ha, Ji-Hwan, Kang, Byeongmin, Ahn, Junseong, Ahn, Jihyeon, Choi, Jungrak, Jeong, Yongrok, Kim, Taehwan, Jung, Young, Jung, Jiyoung
NANO ENERGY, 202411

159

Multi-Objective Bayesian Optimization for Laminate-Inspired Mechanically Reinforced Piezoelectric Self-Powered Sensing Yarns
Ryu, Seunghwa, Park, Kundo, Yang, Ziyue, Nam, Jisoo, Cho, Jaewon, Choi, Yong Jun, Kim, Yong-Il, Kim, Hyeonsoo, Kim, Miso
ADVANCED SCIENCE, 202409

160

Multiplex Detection of Foodborne Pathogens using 3D Nanostructure Swab and Deep Learning-Based Classification of Raman Spectra
Ryu, Seunghwa, Kang, Hyunju, Lee, Junhyeong, Moon, Jeong, Lee, Taegu, Kim, Jueun, Jeong, Yeonwoo, Lim, Eun-Kyung, Jung, Juyeon, Jung, Yongwon, Lee, Seok Jae, Lee, Kyoung G., Kang, Taejoon
SMALL, 202408