Exploration of physics-related latent vectors in hot working of Inconel 718 superalloy using autoencoder
Min Jik Kim, Seon Yeong Yang, Woo Seok Yang, Sehyeok Oh, Sang Min Park**, Da Seul Shin**
Journal of Materials Research and Technology, 2025
12
Inverse design of ventilated acoustic resonators using a sound transmission loss-encoded variational autoencoder
Jin Yeong Song, Seok Hyeon Hwang, Min Woo Cho, Keon Ko, BaekGyu Kim, Kyungjun Song, Sang Min Park
Journal of Mechanical Science and Technology, 2025
13
Beyond the limits of parametric design: latent space exploration strategy enabling ultra-broadband acoustic metamaterials
Min Woo Cho, Seok Hyeon Hwang, Jun Young Jang, Sun-kwang Hwang, Kyoung Je Cha, Dong Yong Park**, Kyungjun Song**, Sang Min Park**
Engineering Applications of Artificial Intelligence, 2024
14
Inverse design of Bézier curve-based mechanical metamaterials with programmable negative thermal expansion and negative Poisson’s ratio via data augmented deep autoencoder
Min Woo Cho, Keon Ko, Majid Mohammadhosseinzadeh, Ji Hoon Kim, Dong Yong Park, Da Seul Shin**, Sang Min Park**
Materials Horizons, 2024
15
Customized, in situ functionalized electrospun nanofiber filter via all-in-one printing combining 3D printing and electrospinning
Jin Yeong Song, Man Jin Kim, Do Young Kim, BaekGyu Kim, Sang Min Park
International Journal of Precision Engineering and Manufacturing-Green Technology, 2025
16
Adaptive electrospinning system based on reinforcement learning for uniform-thickness nanofiber air filters
Seok Hyeon Hwang, Jin Yeong Song, Hyun Il Ryu, Jae Hee Oh, Seungwook Lee, Donggeun Lee, Dong Young Park, Sang Min Park
Advanced Fiber Materials, 2023
17
Electrospray mode discrimination with current signal using deep convolutional neural network and class activation map
Man Jin Kim, Jin Yeong Song, Seok Hyeon Hwang, Dong Yong Park, Sang Min Park
Scientific Reports, 2022
18
Uniform-thickness electrospun nanofiber mat production system based on real-time thickness measurement
Hyun Il Ryu, Min Seok Koo, Seokjun Kim, Songkil Kim, Young-Ah Park**, Sang Min Park**
Scientific Reports, 2020
19
Development of high-aspect ratio soft magnetic microarrays for magneto-mechanical actuation via field-induced injection molding
Da Seul Shin**, Jin Wook Park, Chang Woo Gal, Jina Kim, Woo Seok Yang, Seon Yeong Yang, Min Jik Kim, Ho Jae Kwak, Sang Min Park, Jong Hyun Kim**
Polymers, 2024
20
Environmentally robust triboelectric tire monitoring system for self-powered driving information recognition via hybrid deep learning in time-frequency representation
BaekGyu Kim, Jin Yeong Song, Do Young Kim, Min Woo Cho, Ji Gyo Park, Dongwhi Choi**, Cheongkuo Lee**, Sang Min Park**