About
Welcome to my website!
I received the B.S. degree in Mechanical Engineering with the highest honor from Yonsei University, Seoul, South Korea, in 2022. I am currently pursuing a Ph.D. degree in the Department of Mechanical Engineering at Seoul National University, Seoul, South Korea.
I specialize in applying deep learning to solve industrial challenges in mechanical systems (e.g., rotating machinery, motors, batteries). My research focuses on solving challenges in fault diagnosis, signal generation, and denoising by leveraging cutting-edge technologies such as domain adaptation, diffusion models, generative models, and physics-informed neural networks. I have also been recognized for my work in artificial intelligence, earning awards in prestigious global AI competitions organized by institutions such as IEEE and the PHM Society.
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