Asterisks (*) refer to corresponding authors.

Resolving forward and inverse problems of rarefied gas heat transfer in an infrared detector cryochamber using physics-informed neural networks

SH Rhie, E Coatanéa, S Lee, W Jung*, J Lee*

Applied Thermal Engineering 277, 127104 (2025) 

Bayesian neural networks for predicting quality in reclaimed waste sand for foundry applications

B Kim, W Jung, Y Choi*, J Lee*

Journal of Manufacturing Systems 79, 584-597 (2025) (Rank 1/84 in Operations Research and Management Science)

Physics-informed neural networks for cantilever dynamics and fluid-induced excitation

J Lee*, K Park, W Jung

Applied Sciences, 14, 7002 (2024)

Anti-derivatives approximator for enhancing physics-informed neural networks

J Lee*

Computer Methods in Applied Mechanics and Engineering, 426, 117000 (2024) (Rank 4/135 in Mathematics, Interdisciplinary Applications)

Unsupervised manufacturing fault detection based on self-labeled training of fingerprint image constructed from time-series data

J Seo, W Kim*, J Lee*

International Journal of Precision Engineering and Manufacturing, 25, 699-711 (2024)

Gravity-coupled flutter and contact of a flag near a wall

M Lee, C Jung, J Lee, D. Kim*

Journal of Fluid Mechanics, 977, A2 (2023)

Deep generative model with time series-image encoding for manufacturing fault detection in die casting process 

J Song, YC Lee, J Lee*

Journal of Intelligent Manufacturing, 34, 3001-3014 (2023)

Development of a huge hybrid 3D-printer based on fused deposition modeling (FDM) incorporated with computer numerical control (CNC) machining for industrial applications 

J Lee+, J Song+, YC Lee, JT Kim*

High Temperature Materials and Processes 41, 123-131 (2022) (+ refers co-1st author)

Deep neural network and meta-learning-based reactive sputtering with small data sample counts

J Lee, C Yang*

Journal of Manufacturing Systems 62, 703-717 (2022) (Rank 1/84 in Operations Research and Management Science)

Regime changes of industrial powder mixing in a stirred vessel

J Lee*

Powder Technology 392, 306-316 (2021)

Migration from the traditional to the smart factory in the die-casting industry: Novel process data acquisition and fault detection based on artificial neural network

J Lee*, YC Lee, JT Kim

Journal of Materials Processing Technology 290, 116972 (2021)

Contact behavior of a fluttering flag with an adjacent plate

J Lee, D Kim, HY Kim*

Physics of Fluids 33, 034105 (2021)

Fault detection based on one-class deep learning for manufacturing applications limited to an imbalanced database

J Lee*, YC Lee, JT Kim

Journal of Manufacturing Systems 57, 357-366 (2020) (Rank 1/84 in Operations Research and Management Science)

Hydrodynamic advantages of a low aspect-ratio flapping foil

J Lee, YJ Park, KJ Cho, D Kim*, HY Kim*

Journal of Fluids and Structures 71, 70-77 (2017)

A scaling law for the lift of hovering insects

J Lee, H Choi, HY Kim*

Journal of Fluid Mechanics 782, 470-490 (2015)

Spontaneous marangoni mixing of miscible liquids at a liquid–liquid–air contact line

H Kim, J Lee, TH Kim, HY Kim*

Langmuir 31, 8726-8731 (2015)

Flutter-driven triboelectrification for harvesting wind energy

J Bae+, J Lee+, SM Kim, J Ha, BS Lee, YJ Park, C Choong, JB Kim, ZL Wang, HY Kim*, JJ Park*, and UI Chung

Nature Communications 5, 4929 (2014) (+ refers co-1st author)

Wake and thrust of an angularly reciprocating plate

J Lee, YJ Park, U Jeong, KJ Cho, HY Kim*

Journal of Fluid Mechanics 720, 545-557 (2013)