발행물

전체 논문

253

101

Designing Directional Adhesive Pillar using Deep Learning-Based Optimization, 3D printing, and Testing
Yongtae Kim†, Jinwook Yeo†, Kundo Park, Aymeric Destree, Zhao Qin, Seunghwa Ryu*
Mechanics of Materials, 2023

102

Multi-modal E-Textile Enabled by One-step Maskless Patterning of Femtosecond-Laser-Induced Graphene on Nonwoven, Knit, and Woven Textiles
Dongwook Yang, Han Ku Nam, Truong-Son Dinh Le, Jinwook Yeo, Younggeun Lee, Young-Ryeul Kim, Seung-Woo Kim, Hak-Jong Choi, Hyung Cheoul Shim, Seunghwa Ryu, Soongeun Kwon*, Young-Jin Kim*
ACS Nano, 2023

103

Expanding Design Spaces in Digital Composite Materials: A Multi-Input Deep Learning Approach Enhanced by Transfer Learning and Multi-kernel Network
Donggeun Park+, Minwoo Park+, Seunghwa Ryu
Advanced Theory and Simulations, 2023

104

Multi-objective Bayesian optimization for the designing of nacre-inspired composites: optimizing and understanding the biomimetics through AI
Kundo Park, Chihyeon Song, Jinkyoo Park, Seunghwa Ryu
Materials Horizons, 2023

105

Coarse-Grained Modeling for Predicting the Piezoresistive Response of CNT-elastomer Nanocomposites
Jinwook Yeo, Jiyoung Jung, Seunghwa Ryu*
Frontiers in Materials, 2023

106

High-Performance Piezoelectric Yarns for Artificial Intelligence-enabled Wearable Sensing and Classification
Dabin Kim, Ziyue Yang, Jaewon Cho, Donggeun Park, Dong Hwi Kim, Jinkee Lee, Seunghwa Ryu, Sang-Woo Kim, Miso Kim
EcoMat, 2023

107

Double Generative Network (DGNet) Pipeline for Structure- Property Relation of Digital Composites
Donggeun Park, Jiyoung Jung, Seunghwa Ryu*
Composite Structures, 2023

108

Free-form optimization of pattern shape for improving mechanical characteristics of a concentric tube
Hyunggwi Song†, Eunjeong Park†, Hongjae Kim, Chung-Il Park, Taek-Soo Kim, Yoon Young Kim, Seunghwa Ryu*
Materials & Design, 2023

109

Configurable crack wall conduction in a complex oxide
Youngki Yeo, Soo-Yoon Hwang, Jinwook Yeo, Jihun Kim, Jinhyuk Jang, Heung-Sik Park, Yong-Jin Kim, Duc Duy Le, Kyung Song, Moonhong Kim, Seunghwa Ryu*, Si-Young Choi*, Chan-Ho Yang*
Nano Letters, 2023

110

Deep Neural Network-Based Structural Health Monitoring Technique for Real-time Crack Detection and Localization using Strain Gauge Sensors
Jiyoung Yoon, Junhyeong Lee, Giyoung Kim, Seunghwa Ryu*, Jinhyoung Park*
Scientific Reports, 2022