Optimization of grid composite configuration to maximize toughness using integrated hierarchical deep neural network and genetic algorithm
Lee, Jaemin, Park, Donggeun, Park, Kundo, Song, Hyunggwi, Kim, Taek-Soo, Ryu, Seunghwa
Published in Materials & design (01.02.2024)
Published in Materials & design (01.02.2024)
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Journal Article
Multi‐Objective Bayesian Optimization for Laminate‐Inspired Mechanically Reinforced Piezoelectric Self‐Powered Sensing Yarns
Yang, Ziyue, Park, Kundo, Nam, Jisoo, Cho, Jaewon, Choi, Yong Jun, Kim, Yong‐Il, Kim, Hyeonsoo, Ryu, Seunghwa, Kim, Miso
Published in Advanced science (01.09.2024)
Published in Advanced science (01.09.2024)
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Journal Article
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
Published in Journal of intelligent manufacturing (01.12.2023)
Published in Journal of intelligent manufacturing (01.12.2023)
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Journal Article
Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning
Lee, Junhyeong, Park, Kyungseo, Park, Kundo, Kim, Yongtae, Kim, Jung, Ryu, Seunghwa
Published in Advanced engineering materials (01.06.2024)
Published in Advanced engineering materials (01.06.2024)
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Journal Article
Designing directional adhesive pillars using deep learning-based optimization, 3D printing, and testing
Kim, Yongtae, Yeo, Jinwook, Park, Kundo, Destrée, Aymeric, Qin, Zhao, Ryu, Seunghwa
Published in Mechanics of materials (01.10.2023)
Published in Mechanics of materials (01.10.2023)
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Journal Article
Coupled health monitoring system for CNT-doped self-sensing composites
Park, Kundo, Scaccabarozzi, Diego, Sbarufatti, Claudio, Jimenez-Suarez, Aberto, Ureña, Alejandro, Ryu, Seunghwa, Libonati, Flavia
Published in Carbon (New York) (30.09.2020)
Published in Carbon (New York) (30.09.2020)
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Journal Article
Innovative 3D printing of mechanoluminescent composites: Vat photopolymerization meets machine learning
Jo, Junheui, Park, Kundo, Song, Hyunggwi, Lee, Hugon, Ryu, Seunghwa
Published in Additive manufacturing (25.06.2024)
Published in Additive manufacturing (25.06.2024)
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Journal Article
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
Published in Materials horizons (27.11.2023)
Published in Materials horizons (27.11.2023)
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Journal Article
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
Published in Additive manufacturing (01.10.2022)
Published in Additive manufacturing (01.10.2022)
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Journal Article