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
72
Computational Experiments for Predicting Intrinsic Wetting Characteristics
Donggyu Kim, Seunghwa Ryu*
MRS Bulletin, 2022
73
Universal assembly of liquid metal particles in polymers enables elastic printed circuit board
Wonbeom Lee, Hyunjun Kim, Inho Kang, Hongjun Park, Jiyoung Jung, Haeseung Lee, Hyunchang Park, Jisu Park, Jongmin Yuk, Seunghwa Ryu, Jae-Woong Jeong, Jiheong Kang*
Science, 2022
74
A generalizable and interpretable deep supervised neural network to predict strain field of composite in unseen design space
Donggeun Park, Jiyoung Jung, Grace Gu, Seunghwa Ryu*
Materials & Design, 2022
75
Machine Learning-enabled Development of High Performance Gradient-index Phononic Crystals for Energy Focusing and Harvesting
Sangryun Lee, Wonjae Choi, Jeongwon Park, Daesu Kim, Sahn Nahm, Wonju Jeon, Grace X. Gu, Miso Kim*, Seunghwa Ryu*
Nano Energy, 2022
76
Direct strain correlations at the single-atom level in three-dimensional core-shell interface structures
Hyesung Jo, Dae Han Wi, Taegu Lee, Yongmin Kwon, Chaehwa Jeong, Juhyeok Lee, Hionsuck Baik, Alexander J. Pattison, Wolfgang Theis, Colin Ophus, Peter Ercius, Yea-Lee Lee, Seunghwa Ryu, Sang Woo Han*, Yongsoo Yang*
Nature Communications, 2022
77
Mechanical Failures of Two-Dimensional Materials on Polymer Substrates