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Merhdad Moradi

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I am a PhD student at 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.
Research interest: 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

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