Janggon Yoo
I am currently conducting doctoral course at the Applied Fluid Mechanics lab, advised by Professor Daegyoum Kim at Korea Advanced Institute of Science and Technology (KAIST).
I received my B.S. and M.S. in Mechanical Engineering from KAIST in February of 2016 and 2018, respectively.
Contact: rjg0522 [at] kaist [dot] ac [dot] kr // rjg0522 [at] gmail [dot] com
My research interests in the field of fluid mechanics include
Reinforcement learning
Scroll compressor
Reed valve
Fluid–structure interaction
Analytical modeling
Education
Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea (Mar. 2018 ~ Present)
Ph.D., Dept. of Mechanical Engineering (ME), Advisor: Prof. Daegyoum Kim
Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea (Mar. 2016 ~ Feb. 2018)
M.S., Dept. of Mechanical Engineering (ME), Advisor: Prof. Sung Yong Kim
Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea (Feb. 2012 ~ Feb. 2016)
B.S., Dept. of Mechanical Engineering (ME), Advisor: Prof. Jennifer H. Shin
Selected Publication
Optimization of Intermediate Discharge Valve Positions in a Scroll Compressor with Deep Reinforcement Learning
Janggon Yoo, Taekyeong Jeong, Daegyoum Kim
International Compressor Engineering Conference. Paper 2753.
Hybrid Wrap-Based Shape Optimization of a Scroll Compressor with Deep Reinforcement Learning
Janggon Yoo and Daegyoum Kim
International Conference on Compressors and their Systems (pp. 291-301). Cham: Springer Nature Switzerland.
Publications
(*: Equal contribution)
Yoo, J. G., Kim, S. Y., Cornuelle, B. D., Kosro, P. M., and Kurapov, A. L. 2017 "A non-interpolated estimate of horizontal spatial covariance from non-orthogonally and irregularlysampled scalar velocities", Journal of Atmospheric and Oceanic Technology
Yoo, J. G., Kim, S. Y., and Kim, H. S. 2018 "Spectral descriptions of submesoscale surface circulation in a coastal region", Journal of Geophysical Research: Oceans
Jeong, T., Yoo, J., and Kim, D. 2022 "Deep learning model inspired by lateral line system for underwater object detection", Bioinspiration & Biomimetics
Song, M., Yoo, J., Ham, J., and Kim, D. 2022 "Three-dimensional reconfiguration of an elastic sheet with unidirectional side flaps", Journal of Fluid Mechanics
Yoo, J., Jeong, T., & Kim, D. 2022. "Optimization of Intermediate Discharge Valve Positions in a Scroll Compressor with Deep Reinforcement Learning", International Compressor Engineering Conference. Paper 2753.
Song, M., Yoo, J., and Kim, D. 2023 "Asymmetric flapping of a multi-segmented elastic structure", Physics of Fluids
Yoo, J., and Kim, D. 2023. "Hybrid Wrap-Based Shape Optimization of a Scroll Compressor with Deep Reinforcement Learning", International Conference on Compressors and their Systems (pp. 291-301). Cham: Springer Nature Switzerland.
Awards
Best TA Award @ KAIST 2020 Spring
"Fluid-structure interaction"
Presentation Award @ Korean Society for Fluid Machinery (KSFM) 2022 Winter conference
"Optimization of intermediate discharge valve positions in a scroll compressor with deep reinforcement learning"
Activities
Teaching Assistant
Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Mechanical Engineering Laboratory - (2018)
Numerical Analysis - (2019, 2022)
Special Topics in Mechanical EngineeringⅠ<My ME Ⅱ(Career Planning for Mechanical Engineers)> - (2019)
Introduction to Fluid-Structure Interaction - (2020)
Viscous Fluid flow - (2020, 2021)
Applied Fluid Mechanics - (2021)