발행물

전체 논문

318

31

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

32

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

33

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

34

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

35

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

36

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

37

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

38

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

39

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

40

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