mehrdad-moradi / caffe

Caffe: a fast open framework for deep learning.

Welcome to my page👋

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.

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