발행물

전체 논문

253

71

Bayesian optimization of tailgate rib structure enhancing structural stiffness under manufacturing constraints of injection molding
Hugon Lee†, Jinwook Yeo†, Keonpyo Kong, Dujae Myeong, Donghoon Jang, Jongyeob Lee, Hyeokhwan Choi, Namkeun Kim*, Seunghwa Ryu*
Journal of Manufacturing Processes, 2025

72

Enhancing prediction performance and generalizing for transverse behavior of unidirectional composites via strategic input feature augmentation
Minwoo Park, Jiyoung Jung, Hyeonbin Moon, Donggeun Park, Myeong-Seok Go, Hong-Kyun Noh, Jae Hyuk Lim*, Seunghwa Ryu*
Advanced Theory and Simulations, 1970

73

Hybrid TPMS-Based Architectured Materials (HTAM) for Enhanced Specific Stiffness Using Data-Driven Design
Jinwook Yeo, Samantha Cheung, Wendy Gu, Seunghwa Ryu
Materials & Design, 2025

74

Elastic Relaxation of Coherent InGaN/GaN Interfaces at the Microwire LED Sidewall
Jongil Kim†, Jinwook Yeo†, Bumsu Park, Jeehun Jeong, Seunghwa Ryu*, Sang Ho Oh*
Advanced Science, 2025

75

Automated Microfluidic Systems Facilitating the Scalable and Reliable Production of Lipid Nanoparticles for Gene Delivery
Daekyeong Jung†, Soojin Jang†, Donggeun Park†, Nam Ho Bae, Chung Soo Han, Seunghwa Ryu*, Eun-Kyung Lim*, Kyoung G. Lee*
Biochip Journal, 1970

76

Customizable Metamaterial Design for Desired Strain-Dependent Poisson's Ratio Using Constrained Generative Inverse Design Network
Sukheon Kang†, Hyunggwi Song†, Hyun Seok Kang, Byeong-Soo Bae, Seunghwa Ryu*
Materials & Design, 2024

77

Auxetic Kirigami Structure-Based Self-Powered Strain Sensor with Customizable Performance using Machine Learning
J. Gu, Y. Jung, J. Ahn, J. Choi, B. Kang, J. Jung, Y. Jeong, J.-H. Ha, Y. Jung, J. Park, S. Ryu, I. Lee, I. Park*
Nano Energy, 2024

78

Mean-field homogenization of liquid metal elastomer composites: comparative study and exact dilute solution of core-shell inclusion
Hugon Lee, Jinwook Yeo, Jecheon Yu, Hyeonbin Moon, Seunghwa Ryu
Journal of Physics: Condensed Matter, 2024

79

Innovative 3D printing of mechanoluminescent composites: Vat photopolymerization meets machine learning
Junheui Jo, Kundo Park, Hyunggwi Song, Seunghwa Ryu
Additive Manufacturing, 2024

80

Laminate-inspired high strength piezoelectric self-powered sensing yarns via multi-objective Bayesian optimization
Ziyue Yang, Kundo Park, Jisoo Nam, Jaewon Cho, Yong-Il Kim, Hyeonsoo Kim, Seunghwa Ryu, Miso Kim*
Advanced Science, 2024