Headshot of ECE Professor Shirin Panahi

Contact

Email: s.panahi@colostate.edu
Office: C103G

Dr. Shirin Panahi

Assistant Professor of Electrical and Computer Engineering

Bio

Shirin Panahi received her Bachelor’s degree in Electrical Engineering from Sadjad University of Technology, Mashhad, Iran, in 2014. She earned her M.S. and Ph.D. degrees in Biomedical Engineering from Amirkabir University of Technology in Tehran, Iran, in 2016 and 2020, respectively, where her research focused on emergent collective behaviors in neuronal networks.

Following her Ph.D., she joined the University of New Mexico and Arizona State University as a postdoc fellow. Her work has spanned a wide range of topics in complex systems, including dynamical network analysis, model predictive control, and machine learning applications for time-series prediction and control. During her postdoc, she expanded her research into interdisciplinary domains, applying AI-based methods to ecological networks, climate systems, and nonlinear dynamics.

She joined the Department of Electrical and Computer Engineering at Colorado State University in 2025 and is passionate about advancing collaborative, data-driven science at the intersection of engineering, neuroscience, and complex systems. Her research interests are data-driven modeling, neuroscience, time-series prediction, and control in nonlinear and networked systems.

Education

  • B.S. 2014 Sadjad University of Technology in Electrical Engineering
  • M.S. 2016 Amirkabir University of Technology in Biomedical Engineering
  • Ph.D 2020 Amirkabir University of Technology in Biomedical Engineering

Research Interests

  •  AI and machine learning for dynamical systems and time-series prediction
  • Data-driven model discovery and control in nonlinear and networked systems
  • Reservoir computing and neural-inspired computational frameworks
  • Applications to ecological resilience, climate tipping points, and biological networks
  • Model predictive control for intelligent and adaptive engineering systems