발행물

전체 논문

318

51

Synergy in Bioinspired Hybrid Composites with Hierarchically Structured Fibrous Reinforcements
Nello Sansone, Jiyoung Jung, Peter Serles, Rafaela Aguia, Matthew Leroux, Tobin Filleter, Seunghwa Ryu*, Patrick Lee*
Chemical Engineering Journal, 2024

52

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

53

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

54

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

55

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

56

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

57

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

58

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

59

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

60

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