I received my PhD from the University of Antwerp, Belgium. My research is concerned with dependability analysis, robustness checking, validation, and verification technique for Cyber-Physical Systems (CPS) using model-based fault-injection. My main focus is on the optimization of model-based fault-injection using a combination of machine learning and model-based techniques.
I am currently working on an Reinforcement Learning (RL)-based method to optimize fault-injcention. I am currently learning different machine learning approches that can be applied on black-box (FMI standard based model) and white-box (Simulink-based model) CPSs for dependability analysis.
- Dependability Analysis:
- Safety Assessment
- Fault-Injection
- Hazard Analysis
- Validation and Verification
- Model-Based System Engineering
- Machine Learning
- Embedded System Design and Analysis
- Electronic Design Automation (ASIC/FPGA)
- Image Processing