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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Ambient Humidity-Induced Phase Separation for Fiber Morphology Engineering toward Piezoelectric Self-Powered Sensing Lee, Sooun; Kim, Dabin; Lee, Sangryun; Kim, Yong-Il; Kum, Sihyeon; Kim, Sang-Woo; Kim, Yunseok; Ryu, Seunghwa; Kim, Miso, SMALL, v.18, no.17, 2022-04 | |
| Improved incrementally affine homogenization method for viscoelastic-viscoplastic composites based on an adaptive scheme Jung, Jiyoung; Kim, Youngsoo; Lee, Sangryun; Doghri, Issam; Ryu, Seunghwa, COMPOSITE STRUCTURES, v.297, 2022-10 | |
| Deep neural network-based structural health monitoring technique for real-time crack detection and localization using strain gauge sensors Yoon, Jiyoung; Lee, Junhyeong; Kim, Giyoung; Ryu, Seunghwa; Park, Jinhyoung, SCIENTIFIC REPORTS, v.12, no.1, 2022-11 | |
| Neural network-assisted optimization of segmented thermoelectric power generators using active learning based on a genetic optimization algorithm Demeke, Wabi; Kim, Yongtae; Jung, Jiyoung; Chung, Jaywan; Ryu, Byungki; Ryu, Seunghwa, ENERGY REPORTS, v.8, pp.6633 - 6644, 2022-11 | |
| Isotropic 3D printing using material extrusion of thin shell and post-casting of reinforcement core Son, Jihyuck; Yun, Seounghee; Park, Kundo; Ryu, Seunghwa; Kim, Sanha, ADDITIVE MANUFACTURING, v.58, 2022-10 | |
| Mechanical failures of Two-Dimensional materials on polymer substrates Chae, Kwanbyung; Nguyen, Van Tu; Lee, Sangryun; Phung, Thi Quynh; Sim, Yumin; Seong, Maeng-Je; Lee, Sangwoon; Ahn, Yeong Hwan; Lee, Soonil; Ryu, Seunghwa; Park, Ji- Yong, APPLIED SURFACE SCIENCE, v.605, 2022-12 | |
| Machine learning-enabled development of high performance gradient-index phononic crystals for energy focusing and harvesting Lee, Sangryun; Choi, Wonjae; Park, Jeong Won; Kim, Dae-Su; Nahm, Sahn; Jeon, Wonju; Gu, Grace X.; Kim, Miso; Ryu, Seunghwa, NANO ENERGY, v.103, 2022-12 | |
| Direct strain correlations at the single-atom level in three-dimensional core-shell interface structures Jo, Hyesung; Wi, Dae Han; Lee, Taegu; Kwon, Yongmin; Jeong, Chaehwa; Lee, Juhyeok; Baik, Hionsuck; Pattison, Alexander J.; Theis, Wolfgang; Ophus, Colin; Ercius, Peter; Lee, Yea-Lee; Ryu, Seunghwa; Han, Sang Woo; Yang, Yongsoo, NATURE COMMUNICATIONS, v.13, no.1, 2022-10 | |
| A generalizable and interpretable deep learning model to improve the prediction accuracy of strain fields in grid composites Park, Donggeun; Jung, Jiyoung; Gu, Grace X.; Ryu, Seunghwa, MATERIALS & DESIGN, v.223, 2022-11 | |
| Designing staggered platelet composite structure with Gaussian process regression based Bayesian optimization Park, Kundo; Kim, Youngsoo; Kim, Minki; Song, Chihyeon; Park, Jinkyoo; Ryu, Seunghwa, COMPOSITES SCIENCE AND TECHNOLOGY, v.220, 2022-03 |
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