2025. 5. 2

Title: The 13th International Conference on Learning Representations (ICLR 2025) Review

2025. 12. 13

Title: Development of Deep Learning Framework (w/ onepredict)

2024. 7. 24

Title: Data Drift Management in Bearing Systems: An Image-Based State Estimation Framework for Unseen Data

2024. 5. 8

Title: A Physics Knowledge based Deep-learning Approach for Tool Wear Estimation and Remaining Useful Life Prediction of a CNC Milling Machine under Industrial Uncertainty

2024. 2. 6

Title: AI-Based Prediction of CNC Milling Machine Wear and Optimal Cutting Conditions Considering Industrial Data Uncertainty (Data Challenge presentation)

2024. 2. 5

Title: Domain Knowledge-Based Deep-learning Framework for Enhanced Fault Diagnosis in Various Operating Conditions of Rotating Machinery (SHRM Ph. D. Qualifying Exam)

2023. 12. 18

Title: Transformer-based Kernel Density Estimation (KDE) Ensemble Model for Predicting Solar Power Generation (Data Challenge presentation)

2023. 10. 11

Title: Conference Presentation Review : Asia Pacific Conference of the Prognostics and Health Management Society 2023 (Conference Review)

2023. 9. 8
Title: Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery (Conference Rehearsal)

2023. 8. 8
Title: Gradient Alignment based Partial Domain Adaptation (GAPDA) using Fault Characteristic Amplification Filter for Fault Diagnosis of Bearing

2023. 5. 25

Title: Inter-class Metric Learning based Depth-wise Convolutional Neural Network for Gear Fault Diagnosis (Conference Rehearsal)

2023. 3. 16

Title: Gradient Alignment based Partial Domain Adaptation (GAPDA) using Fault Characteristic Amplification Filter for Fault Diagnosis of Rotating Machinery

2022. 12. 23

Title: Predicting Solar Power Generation Using CNN-LSTM with Weighted Forecast Observatory & Ensemble-based Dynamic Confidence Interval (Data Challenge presentation)

2022. 10. 21

Title: Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill (Conference Rehearsal)

2022. 8. 19

Title: Latent Space Alignment based Domain Adaptation (LSADA) for Fault Diagnosis of Rotating Machinery

2022. 5. 16

Title: Pseudo-labeling-based Domain Adaptation for Fault Diagnosis in Rotating Machinery (Conference Rehearsal)