Hossein Mirinejad, Ph.D., is an Assistant Professor in the College of Aeronautics and Engineering at Kent State University, Kent, OH. Prior to joining Kent State, he was a Research Fellow at the Food and Drug Administration (2017-2019) and a Postdoctoral Fellow at the University of Michigan—Ann Arbor (2016-2017).
Modeling and Control of Autonomous Systems
Healthcare Automation and Automated Medical Devices
Optimal Control Theory and Applications
Design of Control Algorithms for Robotic Systems
Ph.D. in Electrical Engineering, University of Louisville, Louisville, KY, 2016
E. Estiri and H. Mirinejad, “Model-Free Reinforcement Learning for Automated Fluid Administration in Critical Care,” IEEE International Conference on Biomedical and Health Informatics (BHI), Ioannina, Greece, Sep. 27-30, 2022.
B. Kharabian and H. Mirinejad, “Fuzzy Feedback Control of Chaotic Systems via Lyapunov Exponents Placement,” IEEE International Conference on Electrical, Computer, and Energy Technologies, Prague, Czech Republic, Jul. 20-22, 2022.
E. Estiri and H. Mirinejad, “Closed-Loop Control of Mean Arterial Pressure in Fluid Resuscitation using Reinforcement Learning,” IEEE International Conference on Biomedical and Health Informatics (BHI), Ioannina, Greece, Sep. 27-30, 2022.
M. Farahmand, H. Mirinejad, and C. G. Scully, “A Model-Based Approach to Quantify Equipment Induced-Error in Pressure-Waveform Derived Cardiac Output Measurements,” Physiological Measurements, vol. 42, no. 11, 2021.
S. I. Mirza, A. Affan, H. Mirinejad, M. Brier, J. M. Zurada, and T. Inanc, “Precise Warfarin Management through Personalized Modeling and Control with Limited Clinical Data,” IEEE Engineering in Medicine and Biology Conference, Virtual Conference, 2021.
M. Farahmand, H. Mirinejad, and C. G. Scully, “Evaluation of Pressure Recording Configuration Effects on Pressure-Waveform Derived Cardiac Output Measurements,” IEEE Engineering in Medicine and Biology Conference (EMBC), Virtual Conference, Nov. 2021.
H. Mirinejad, T. Inanc, and J. M. Zurada, “Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation,” IEEE/CAA Journal of Automatica Sinica, vol. 8, pp. 1380–1388, 2021.
B. Kharabian and H. Mirinejad, "Synchronization of Rossler Chaotic Systems via Hybrid Adaptive Backstepping/Sliding Mode Control," Results in Control and Optimization, vol. 4, 2021.
J. Grant and H. Mirinejad, “Optimal Control of Fluid Dosing in Hemorrhage Resuscitation,” 2021 IEEE Conference on Biomedical and Health Informatics (BHI), Virtual Conference, July 2021.
B. Kharabian and H. Mirinejad, “Hybrid Sliding Mode/H-Infinity Control Approach for Uncertain Flexible Manipulators,” IEEE Access, vol. 8, pp. 170452–60, 2020.
H. Mirinejad, B. Parvinian, M. Ricks, Y. Zhang, S. Weininger, J-O Hahn, and C. G. Scully, “Evaluation of Fluid Resuscitation Control Algorithms via a Hardware-in-the-Loop Test Bed,” IEEE Transactions on Biomedical Engineering, vol. 67, no. 2 , pp. 47
H. Mirinejad, B. Parvinian, Y. Zhang, S. Weininger, J. Hahn, and C. G. Scully, “Real-Time Hardware-In-The-Loop Fluid Controller Testing with Digital Twin Animal Models,” BMES/FDA Frontiers in Medical Devices Conference, College Park, MD, Mar. 2019.
H. Mirinejad, P. Jayakumar, and T. Ersal, “Modeling Human Steering Behavior During Path Following in Teleoperation of Unmanned Ground Vehicles,” Human Factors, vol. 60, no. 5, pp. 669–684, 2018.
H. Mirinejad, M. Ricks, B. Parvinian, J-O Hahn, and C. G. Scully, “ A Real-Time Hardware-In-The-Loop Testing Platform for Closed-Loop Fluid Resuscitation,” IEEE International Conference of Health Informatics (ICH 2018), New York City, NY, pp. 417–418
H. Mirinejad, A. E. Gaweda, M. E. Brier, J. M. Zurada, and T. Inanc, “Individualized Drug Dosing using RBF-Galerkin Method: Case of Anemia Management in Chronic Kidney Disease,” Computer Methods and Programs in Biomedicine, vol. 148, pp. 45–53, 2017.
H. Mirinejad and T. Inanc, “An RBF Collocation Method for Solving Optimal Control Problems,” Robotics and Autonomous Systems, vol. 87, pp. 219–225, 2017.
H. Mirinejad and T. Inanc, “A Radial Basis Function Method for Direct Trajectory Optimization,” 2015 American Control Conference (ACC), Chicago, IL, pp. 4923–4928, Jul. 2015.
H. Mirinejad and T. Inanc, “Individualized Anemia Management using a Radial Basis Function Method,” 2015 IEEE Great Lake Biomedical Conference (GLBC), Milwaukee, WI, May 2015.
H. Mirinejad and T. Inanc, “RBF Method for Optimal Control of Drug Administration in the Anemia of Hemodialysis Patients,” 2015 41st Annual Northeast Bioengineering Conference (NEBEC), Troy, NY, Apr. 2015.
H. Mirinejad, T. Inanc, M. Brier, and A. Gaweda, “RBF-Based Receding Horizon Control Approach to Personalized Anemia Treatment,” 2015 41st Annual Northeast Bioengineering Conference. (NEBEC), Troy, NY, Apr. 2015.
F. Yaghouby, B. Madahian, H. Mirinejad, and S. Sunderam, “Feasibility of Seizure Risk Prediction Using Intracranial EEG Measurements in Dogs,” 41st Annual Northeast Bioengineering Conference (NEBEC), Troy, NY, Apr. 2015.
H. Mirinejad, K. Welch, and L. Spicer, “A review of intelligent control techniques in HVAC systems,” 2012 IEEE EnergyTech Conference, Cleveland, OH, May 2012.
M. R Yousefi, S. Hasanzadeh, H. Mirinejad, and M. Ghasemian, “A hybrid neuro-fuzzy approach for greenhouse climate modeling,” 5th IEEE International Conference on Intelligent Systems, London, UK, 2010.
H. Mirinejad, S. H. Sadati, S. Hasanzadeh, A. M. Shahri, and M. Ghasemian, “Design and Simulation of an Automated System for Greenhouse using LabVIEW,” American-Eurasian Journal of Agricultural & Environmental Sciences, vol. 3, no. 2, pp. 279–284, 200
H. Mirinejad, S. H. Sadati, M. Ghasemian, and H. Torab, “Control Techniques in Heating, Ventilating and Air Conditioning (HVAC) Systems,” Journal of Computer Science, vol. 4, no. 9, pp. 777–783, 2008.
National Science Foundation Engineering Research Initiation Grant (2022-2024)
National Science Foundation Smart and Connected Health Aspiring PI Travel Award (2020)
Oak Ridge Institute for Science and Education (ORISE) Research Fellowship (2017-2019)
Graduate Dean's Citation, University of Louisville (2016)
Theobald Scholarship Award, University of Louisville (2015)