발행물

전체 논문

253

91

Ultrastrong and Deformable Aluminum-Based Composite Nanolaminates with Transformable Binary Intergranular Films
Lei Zhao+, Taegu Lee+, Siting Zheng, Wangshu Zheng, Seunghwa Ryu*, Di Zhang*, Qiang Guo*
Nano Letters, 2024

92

Machine learning-based analysis and prediction model on the strengthening mechanism of biopolymer-based soil treatment
Haejin Lee+, Jaemin Lee+, Seunghwa Ryu*, Ilhan Chang*
Geomechanics and Engineering, 2024

93

Integrating Hierarchical DNNs and Genetic Algorithms for Grid Composite Configuration Optimization for High Toughness
Jaemin Lee+, Donggeun Park+, Kundo Park, Hyunggwi Song, Taek-Soo Kim, Seunghwa Ryu*
Materials & Design, 2024

94

Advancements and challenges of micromechanics-based homogenization for the short fiber reinforced composites
Hugon Lee, Sangryun Lee*, Seunghwa Ryu*
Multiscale Science and Engineering, 2024

95

Machine Learning-based Optimization of Segmented Thermoelectric Power Generators Using Temperature-Dependent Performance Properties
Wabi Demeke, Byungki Ryu*, Seunghwa Ryu*
Applied Energy, 2024

96

Highly Sensitive Soft Pressure Sensors for Wearable Applications based on Composite Films with Curved 3D Carbon Nanotube Structures
Young Jung, Jimin Gu, Jinwook Yeo, Wookjin Lee, Hyeonseok Han, Jungrak, Choi, Ji-Hwan Ha, Junseong, Ahn, Hanchul Cho, Seunghwa Ryu, Inkyu Park
Small, 2024

97

Design of Aluminum Plate Phononic Crystals with Wide Bandgaps Using Deep Neural Network-based Free-form Optimization
Wabi Demeke, Jiyoung Jung, Byungki Ryu, Wonju Jeon, Seunghwa Ryu
Extreme Mechanics Letters, 2023

98

Simple and multiplexed detection of nucleic acid targets based on fluorescent ring patterns and deep learning analysis
Juhee Lee+, Tae Gu Lee+, Ha Neul Lee, Hyoungsoo Kim, Yoo Kyung Kang, Seunghwa Ryu*, Hyun Jung Chung*
ACS Applied Materials and Interfaces, 2023

99

HGNet: A Hierarchical Multi-Task Learning Approach for Accelerated Composite Material Design and Discovery
Donggeun Park, Jaemin Lee, Kundo Park, Seunghwa Ryu
Advanced Engineering Materials, 2023

100

K-Nanomechanics: Advancements and Applications of Atomistic Simulations in the Korean Solid Mechanics Community
Seunghwa Ryu
JMST Advances, 2023