معرفی
Muhammad Umar B Niazi is a Marie-Curie Postdoctoral Fellow at both KTH Royal Institute of Technology and Massachusetts Institute of Technology, working under the guidance of Karl H. Johansson and Munther Dahleh respectively. Holding a Ph.D. in Automatic Control Engineering from Université Grenoble Alpes, Niazi's research spans secure monitoring of cyber-physical systems and dynamic incentive design for sociotechnical systems.
- Education: Ph.D. (Grenoble INP, 2021); M.Sc. & B.Sc. (Bilkent University, COMSATS)
- Research Directions:
- Secure estimation against cyberattacks in transportation networks and epidemic models
- Physics-informed learning for observer design in nonlinear systems
- Eco-driving incentives using Stackelberg game theory
- Aggregated monitoring of large-scale systems
- Scientific Contributions:
- 2025 publications on distributed observers and reachability analysis
- 2024 work on incentive mechanisms and sensor fault detection
- 2023 developments in physics-informed epidemic control
- 2022-2019 foundational work on network observability and opinion dynamics
- Awards:
- Marie-Curie Postdoctoral Fellowship (2022-2025)
- Best Student Paper Finalist, European Control Conference 2019
Niazi's interdisciplinary work combines control theory, game theory, and machine learning to address resilience in transportation, epidemic monitoring, and social network dynamics. His methods integrate theoretical rigor with practical implementations through tools like SUMO simulations and physics-informed neural networks.
