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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| High-performance piezoelectric yarns for artificial intelligence-enabled wearable sensing and classification Kim, Dabin; Yang, Ziyue; Cho, Jaewon; Park, Donggeun; Kim, Dong Hwi; Lee, Jinkee; Ryu, Seunghwa; Kim, Sang-Woo; Kim, Miso, ECOMAT, v.5, no.8, 2023-08 | |
| Free-form optimization of pattern shape for improving mechanical characteristics of a concentric tube Song, Hyunggwi; Park, Eunjeong; Kim, Hong Jae; Park, Chung-Il; Kim, Taek-Soo; Kim, Yoon Young; Ryu, Seunghwa, MATERIALS & DESIGN, v.230, 2023-06 | |
| Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks Jung, Jiyoung; Park, Kundo; Cho, Byungjin; Park, Jinkyoo; Ryu, Seunghwa, JOURNAL OF INTELLIGENT MANUFACTURING, v.34, no.8, pp.3623 - 3636, 2023-12 | |
| Designing directional adhesive pillars using deep learning-based optimization, 3D printing, and testing Kim, Yongtae; Yeo, Jinwook; Park, Kundo; Destree, Aymeric; Qin, Zhao; Ryu, Seunghwa, MECHANICS OF MATERIALS, v.185, 2023-10 | |
| Multi-objective Bayesian optimization for the design of nacre-inspired composites: optimizing and understanding biomimetics through AI Park, Kundo; Song, Chihyeon; Park, Jinkyoo; Ryu, Seunghwa, MATERIALS HORIZONS, v.10, no.10, pp.4329 - 4343, 2023-10 | |
| Multimodal E-Textile Enabled by One-Step Maskless Patterning of Femtosecond-Laser-Induced Graphene on Nonwoven, Knit, and Woven Textiles Yang, Dongwook; Nam, Han Ku; Le, Truong-Son Dinh; Yeo, Jinwook; Lee, Younggeun; Kim, Young-Ryeul; Kim, Seung-Woo; Choi, Hak-Jong; Shim, Hyung Cheoul; Ryu, Seunghwa; Kwon, Soongeun; Kim, Young-Jin, ACS NANO, v.17, no.19, pp.18893 - 18904, 2023-08 | |
| Expanding Design Spaces in Digital Composite Materials: A Multi-Input Deep Learning Approach Enhanced by Transfer Learning and Multi-kernel Network Park, Donggeun; Park, Minwoo; Ryu, Seunghwa, ADVANCED THEORY AND SIMULATIONS, v.6, no.11, 2023-11 | |
| Machine learning-based optimization of segmented thermoelectric power generators using temperature-dependent performance properties Demeke, Wabi; Ryu, Byungki; Ryu, Seunghwa, APPLIED ENERGY, v.355, 2024-02 | |
| Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review Lee, Junhyeong; Park, Donggeun; Lee, Mingyu; Lee, Hugon; Park, Kundo; Lee, Ikjin; Ryu, Seunghwa, MATERIALS HORIZONS, v.10, no.12, pp.5436 - 5456, 2023-12 | |
| Design of aluminum plate phononic crystals with wide bandgaps via free-form shape optimization using deep neural networks Demeke, Wabi; Jung, Jiyoung; Song, Hyunggwi; Ryu, Byungki; Jeon, Wonju; Ryu, Seunghwa, EXTREME MECHANICS LETTERS, v.65, 2023-12 |
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