Applied Dynamics &
Intelligent Prognosis Laboratory
[2025.03.07] The article entitled "Digital twin model of a permanent magnet synchronous motor via a multiphysics-informed deep operator network" has been accepted in the Mechanical Systems and Signal Processing. Congrat Seho!!!
[2025.03.06] Cherished memories with my adorable academic sons and daughters!!!
[2025.02.28] The ADIP Lab has received research funding from the National Research Foundation of Korea (NRF) to support the project titled "Physics-Informed Hyperintelligent Transformation and Pressure Control Strategy for Thermal Runaway Management of Lithium-Ion Batteries." This project, with a budget of $7.2 million, will run from March 1, 2025, to February 28, 2028. As part of this initiative, the ADIP Lab aims to develop a groundbreaking architecture for multiphysics-informed neural networks to predict lithium-ion battery thermal runaway. The research will also focus on designing an effective thermal management strategy incorporating pressure control. The Best ADIP!!!
[2025.02.17] Congratulations to Siheon on earning a Doctor of Philosophy, to Sihyun, Eun Chan, Yunho, and Seungmin on earning their Master of Science degrees, and to Youngjin on earning a bachelor's degree! Wishing you all the best for the future!
[2025.01.11] The article entitled "Physics-Informed Deep Learning Framework for Explainable Remaining Useful Life Prediction" has been accepted in the Engineering Applications of Artificial Intelligence. Congrat MinJae!!!
[2025.01.03] The article entitled "Iterative semi-auto-labeling method for high-frequency induction brazing through a semi-supervised rotational object detection and score filtering" has been accepted in the International Journal of Precision Engineering and Manufacturing-Green Technology. Congrat Min-Gwan!!!