Shabbir Ahmed
Assistant Professor - AI and Robotics
Education
- Postdoctoral studies at Stanford University| 2022-2024
- Ph.D. in mechanical engineering | Rensselaer Polytechnic Institute | 2022
- M.S. in mechanical engineering | North Dakota State University | 2017
- B.S. in mechanical engineering | Bangladesh University of Engineering and Technology | 2013
Academic and Professional Experience
Academic Responsibilities
- ME 451: Automatic Controls
Research and Scholar Work
Areas of Research
- Random vibrations
- Stress wave propagation in structures
- System identification and control
- Statistical signal processing
- Time series analysis
- Structural mechanics
- Dynamical systems: modeling and control
- Robotics and AI
- Structural health monitoring
- Lithium ion battery modeling
- Lithium ion battery degradation and end of life prediction
- Battery management system
Publications
- Shabbir Ahmed and Fotis Kopsaftopoulos, 鈥淪tochastic Identification of Guided Wave Propagation under Ambient Temperature via Non-Stationary Time Series Models,鈥 in Sensors, 21(16):5672, 2021.
- Shabbir Ahmed and Fotis Kopsaftopoulos, 鈥淚nvestigation of broadband high-frequency stochastic actuation for active-sensing SHM under varying temperature,鈥漃roceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM),Stanford University, USA, September 2019.
- Shabbir Ahmed, Ahmad Amer and Fotis Kopsaftopoulos, 鈥淒ata-driven state awareness for fly-by-feel aerial vehicles via adaptive time series and gaussian process regression models,鈥 Proceedings of the International Conference on Dynamic Data Driven Application Systems, October 2020.
- Shabbir Ahmed and Fotis Kopsaftopoulos, 鈥淪tatistical Active-Sensing Structural Health Monitoring Based on Stochastic Time-Varying Time Series Models,鈥 Proceedings of the American Control Conference 2022, Georgia, USA
- Shabbir Ahmed and Fotis Kopsaftopoulos, 鈥淎ctive sensing ultrasonic guided wave-based damage diagnosis via stochastic stationary time-series models鈥 Structural Health Monitoring. 2023;0(0)
- Ahmad Amer, Shabbir Ahmed and Fotis Kopsaftopoulos, 鈥淧robabilistic State Estimation Under Varying Loading States via the Integration of Time-Varying Autoregressive and Gaussian Process Models鈥 Structural Health Monitoring, 2023
CV
Associated Areas
