Kai-Ren Gu (Karen)

• Master Program, Graduate Institute of Mechatronic Engineering

• Topic: Artificial Intelligence Algorithm and Chaos Technology Applications: Advanced Solutions of Smart Early-Diagnosis for Industrial Rolling-Bearing Failure

Chun-Hung Lee (Eric)

• Master Program, Graduate Institute of Mechatronic Engineering

• Topic: Smart Voice Technology Encryption Algorithm Development: Using I-vector and UBM for Identity Verification and Personal Information Protection

Bo-Jyun Shen (Paul)

• Master Program, Graduate Institute of Mechatronic Engineering

• Topic: Application of Hybrid Deep Learning Algorithm Based on Fuzzy Inference System in Prediction of Data Trends

Hao-An Li (Cody)

• Graduate Institute of Manufacturing Technology

• Topic: Smart System Hybrid Regression Prediction Applied to Predict Bearing Remaining Useful Life

Oliver Liu

• Master Program, Graduate Institute of Mechatronic Engineering

• Topic: Comprehensive Study on Health State Classification and Remaining Useful Life Prediction Using the Mamba Sequence Model

Jack Ho

• Graduate Institute of Manufacturing Technology

• Topic: Training and Deployment Applications of Deep Reinforcement Learning Algorithms Combined with Convolutional Neural Networks in Data Trend Prediction

Wei Li

• Graduate Institute of Manufacturing Technology

• Topic: Intelligent Remaining Useful Life Detection Based on Chaotic Mapping Branch Convolutional Neural Network Combined with Multi-Head Self-Attention and Bidirectional Long Short-Term Memory Model utilizing Optimized Hyperparameter Algorithms

Nick Shih

• Graduate Institute of Manufacturing Technology

• Topic: Personal information protection system for speaker identification through Convolutional Neural Network and Elliptic Curve Cryptography

Willie Lee

• Graduate Institute of Manufacturing Technology

• Topic: A Semiconductor Wafer Image Inspection Framework Using LoRA-Enhanced Stable Diffusion Data Augmentation and DINOv2-Driven Features 

Ken Lin

• Graduate Institute of Manufacturing Technology

• Topic: An Intelligent Diagnostic System for Cross-Batch Health State Quantification of Wafer Laser Images Based on Geometric Normalization and Anomalous Feature Analysis

Billy Lin

• Graduate Institute of Manufacturing Technology

• Topic: Data-Driven Turning Point Estimation for Piecewise RUL Labeling and General Time Transformer-Based Prognostics of Turbofan Engines

Peter Li

• Master Program, Graduate Institute of Mechatronic Engineering

• Topic: Integrating Conditional Diffusion Generation and Time Series Foundation Models for Multi-Task Diagnosis and Prediction in Spacecraft Propulsion 

Kelvin Lin

• Graduate Institute of Manufacturing Technology

• Topic: Low-Cost Fault Diagnosis Framework for Spacecraft Propulsion Systems Using a Short Transient Window and XGBoost