[2025.06.26] The article entitled "Transmission Facility Detection with Feature-Attention Multi-Scale Robustness Network and Generative Adversarial Network" has been accepted in the Computer Modeling in Engineering & Sciences. Congrat Yunho!!!
[2025.06.20] Enjoy lunch with Dr. Siheon on his last day at the ADIL lab. Dr. Siheon has been with me for 8.5 years in the ADIP lab, and I’ve truly enjoyed conducting research with him. He has always gone above and beyond in every project. Wishing the very best for the research journey of my first academic son and a healthy, fulfilling life ahead!
[2025.06.06] Dr. Siheon Jung has received an offer from the Korea Railroad Research Institute. Congratulations and best wishes for his future research!!!
[2025.06.06] The spot becomes our family—driving our mission to develop fully autonomous inspection with intelligent robotic systems. The Best ADP!!!
[2025.06.05] A patent entitled Environmental recognition apparatus using 3D LiDAR and graphic processing unit and method thereof (??) is applied for. The Best ADP!!!
[2025.05.31] The ADIP lab has secured research funding from Hyundai Motor Company for the project titled "[Phase II] Development of NVH performance prediction method for drive motor housings via ML." The allocated budget of $84,000 spans from June 1st, 2025, to May 31, 2026. In the context of this initiative, the ADIP laboratory is dedicated to crafting a groundbreaking architecture for multiphysics-informed neural networks specifically designed for drive motor housings. This innovative neural network is anticipated to offer valuable insights for creative design and control solutions.
[2025.05.29] Great presentation of Dayeon at the KSNT 2025 Spring Conference!!! Triple crowns of ADIP Lab at this conference!!!
[2025.05.25] Congratulations to Siheon on his wedding—best wishes to his family!!!
[2025.05.22] Great presentation of Eunji at the KSNVE 2025 Spring Conference!!!
[2025.04.18] Great presentation of Jinho at the KSPE 2025 Spring Conference!!!
[2025.05.15] Happy teacher's day w/ YB and OB!
[2025.05.12] A patent entitled Battery system capable of controlling the internal state of battery module and control method thereof (??) is applied for. Congrat Jinho!!!
[2025.04.29] Prof. Ki-Yong Oh has been recognized as one of Elsevier-Stanford's World Top 2% Scientists in 2023 (link). The Best ADIP!!!
[2025.04.21] The ADIP Lab has been awarded a $2.0 million research grant from the Korea Research Institute of Standards and Science (KRISS) to lead a pioneering project titled "Autonomous Inspection and Maintenance Technology for Infrastructure via Intelligent Mobility Systems." Spanning from January 1, 2025, to December 31, 2029, this initiative aims to advance cutting-edge technologies for the autonomous inspection and maintenance of infrastructure using intelligent mobility platforms, including drones and legged robots. The project will also explore innovative virtual sensing solutions and AI-driven transformation techniques to enable the next generation of digital twins and Prognostics and Health Management (PHM) technologies. The Best ADIP!!!
[2025.04.18] Great presentation of Dr. Siheon Jung, Moon-WOo, Byeong Hyun, Sehwan, Junsoo, Jeik at the CAE and Applied Mechanis division of KSME 2025 Spring Conference!!!
[2025.04.21] The article entitled "A novel fire detection and suppression system for the surveillance of a wind turbine nacelle" has been accepted in the International Journal of Intelligent Systems. Congrat Minsoo!!!
[2025.04.10] A patent entitled Apparatus and method for robot work environment recognition (10-2025-0046882) is applied for. Congrat Siheon!!!
[2025.03.25] The article entitled "Hybrid explaianble anomaly detection framework of gas turbines for feature selection and fault localization" has been accepted in the Structural Health Monitoring. Congrat Sihyun!!!
[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 $0.72 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!!!