List of Publications
Journals:
M. Ali and H. Mirinejad, “Robust tracking control of flexible manipulators using hybrid backstepping/nonlinear reduced-order active disturbance rejection control,” Accepted for publication, ISA Transactions, Apr. 2024.
DOI: 10.1016/j.isatra.2024.04.026
E. Estiri and H. Mirinejad, “Closed-loop control of fluid resuscitation using reinforcement learning,” IEEE Access, Dec. 2023.
DOI: 10.1109/ACCESS.2023.3341036
B. Kharabian and H. Mirinejad, “Fuzzy Lyapunov Exponents Placement for Chaos Stabilization,” Physica D: Nonlinear Phenomena, 2023.
DOI: 10.1016/j.physd.2023.133648
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, 2021.
B. Kharabian and H. Mirinejad, “Synchronization of Rossler chaotic systems via hybrid adaptive backstepping/sliding mode control,” Results in Control and Optimization, 2021.
DOI: 10.1016/j.rico.2021.100020
M. Farahmand, H. Mirinejad, and C. G. Scully, “Model-based approach to quantify equipment induced-error in pressure-waveform derived cardiac output measurements,” Physiological Measurements, 2021.
B. Kharabian and H. Mirinejad, “Hybrid sliding mode/H-infinity control approach for uncertain flexible manipulators,” IEEE Access, 2020.
DOI: 10.1109/ACCESS.2020.3024150
H. Mirinejad, B. Parvinian, M. Ricks, Y. Zhang, S. Weininger, J. Hahn, and C. G. Scully, “Evaluation of fluid resuscitation control algorithms via a hardware-in-the-loop test bed,” IEEE Transactions on Biomedical Engineering, 2020.
DOI: 10.1109/TBME.2019.2915526
H. Mirinejad, P. Jayakumar, and T. Ersal, “Modeling human steering behavior during path following in teleoperation of unmanned ground vehicles,” Human factors, 2018.
H. Mirinejad and T. Inanc, “An RBF collocation method for solving optimal control problems,” Robotics and Autonomous Systems, 2017.
DOI: 10.1016/j.robot.2016.10.015
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, 2017.
DOI: 10.1016/j.cmpb.2017.06.008
H. Mirinejad, S. H. Sadati, M. Ghasemian, and H. Torab, “Control techniques in heating, ventilating and air conditioning (HVAC) systems,” Journal of Computer Science, 2008.
DOI: 10.1.1.165.9529
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 and Environmental Science, 2008.
Full Text: https://www.idosi.org/aejaes/jaes3(2)/22.pdf
Conferences:
E. Estiri and H. Mirinejad, “Bayesian Variational Autoencoders for Out-of-Distribution Detection in Physiological Modeling: A Case Study in Fluid Therapy,” accepted for publication, IEEE Engineering in Medicine and Biology Conference (EMBC), Orlando, FL, July 2024.
E. Estiri and H. Mirinejad, “Precision Dosing in Critical Care: Application of Machine Learning in Fluid Therapy,” IEEE Conference on Digital Health (ICDH), Chicago, IL, July 2-8, 2023.
B. Kharabian and H. Mirinejad, “Switched Combination Synchronization of Nonidentical Fractional-Order Chaotic Systems Using Neuro-Fuzzy Sliding Mode Control, Am. Control Conf. (ACC), San Diego, CA, 2023.
E. Estiri and H. Mirinejad, “Robust Nonlinear State Space Model Identification for Hemorrhage Resuscitation,” accepted for publication, IEEE Intern. Conf. Biomed. Health Inform. (BHI 23), Pittsburgh, PA, Oct. 2023.
E. Estiri and H. Mirinejad, “Nonlinear State Space Model Identification of Hemorrhage Resuscitation using Autoencoder Learning and Gaussian Inference,” IEEE Conf. Syst. Man Cybern. (SMC 23), Honolulu, HI, Oct. 2023.
B. Kharabian and H. Mirinejad, “Switched Projective Compound Combination Synchronization of Chaotic Systems via Neuro-Fuzzy Sliding Mode Control,” accepted for publication, IEEE Conf. Syst. Man Cybern. (SMC 23), Honolulu, HI, Oct. 2023.
E. Estiri and H. Mirinejad, “Model-Free Reinforcement Learning for Automated Fluid Administration in Critical Care,” IEEE Intern. Conf. Biomed. Health Inform. (BHI 22), Ioannina, Greece, Sep. 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 Intern. Conf. Biomed. Health Inform. (BHI 22), Ioannina, Greece, Sep. 27-30, 2022.
S. I. A. 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 (EMBC), accepted for publication, Oct. 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), accepted for publication, Oct. 2021.
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 Conf., College Park, MD, Mar. 2019.
Full Text: https://www.bmes.org/files/39_Mirinejad,%20Hossein.pdf
Hossein Mirinejad, Margo Ricks, Bahram Parvinian, Jin-Oh Hahn, Christopher Scully," A Real-Time Hardware-In-The-Loop Testing Platform for Closed-Loop Fluid Resuscitation," 2018 IEEE International Conference on Healthcare Informatics (ICHI).
Hossein Mirinejad, Paramsothy Jayakumar, Tulga Ersal, " A Driver Model for Predicting Human Steering Performance in Teleoperated Path Following of Unmanned Ground Vehicles," ASME 2017 Dynamic Systems and Control Conference.
Hossein Mirinejad, Tamer Inanc, " A Radial Basis Function Method for Direct Trajectory Optimization," American Control Conference (ACC), 2015.
H Mirinejad, T Inanc, " Individualized Anemia Management using a Radial Basis Function Method," IEEE USA Annual Meeting & 36th Great Lakes Biomedical Conference, 2015.
DOI: 10.1109/GLBC.2015.7158301
Hossein Mirinejad, Tamer Inanc, " RBF Method for Optimal Control of Drug Administration in the Anemia of Hemodialysis Patients," Northeast Bioengineering Conference (NEBEC), 2015 41st Annual.
DOI: 10.1109/NEBEC.2015.7117180
Farid Yaghouby, Behrouz Madahian, Hossein Mirinejad, Sridhar Sunderam, " Feasibility of Seizure Risk Prediction Using Intracranial EEG Measurements in Dogs," Northeast Bioengineering Conference (NEBEC), 2015 41st Annual.
DOI: 10.1109/NEBEC.2015.7117179
Hossein Mirinejad, Tamer Inanc, Michael Brier, Adam Gaweda, " RBF-Based Receding Horizon Control Approach to Personalized Anemia Treatment," Northeast Bioengineering Conference (NEBEC), 2015 41st Annual.
DOI: 10.1109/NEBEC.2015.7117064
Hossein Mirinejad, Karla Conn Welch, Lucas Spicer, "A review of intelligent control techniques in HVAC systems," 2012 IEEE Energytech.
DOI: 10.1109/EnergyTech.2012.6304679
Mohammad R Yousefi, Siamak Hasanzadeh, Hossein Mirinejad, Maryam Ghasemian, "A hybrid neuro-fuzzy approach for greenhouse climate modeling," 2010 5th IEEE International Conference Intelligent Systems.
Poster Presentations:
E. Estiri and H. Mirinejad, “Uncertainty Quantification in Physiological Modeling using Bayesian Variational Autoencoders,” accepted as a poster publication, American Control Conference (ACC), Toronto, Canada, July 8-12, 2024.
J. Grant and H. Mirinejad, “An Optimal Control Approach for Automated Fluid Resuscitation,” IEEE International Conference on Biomedical and Health Informatics (BHI), Virtual Conference, July 2021.
M. Farahmand, H. Mirinejad, and C. G. Scully, “Evaluation of Pressure Recording Configuration Effects on Pressure-Waveform Derived Cardiac Output Measurements: A Model-based Approach,” 2021 FDA Science Forum, Silver Spring, MD, May 2021.
J. Grant and H. Mirinejad, “Designing a Fluid Resuscitation Controller” KSU Undergraduate Research Symposium, Kent, OH, Apr. 2021.
S. Dahal and H. Mirinejad, “A Simulated Model for Neonatal Oxygen Transport System,” KSU Undergraduate Research Symposium, Kent, OH, Apr. 2021.
H. Mirinejad, M. Ricks, B. Parvinian, J. Hahn, and C. G. Scully, “A Real-Time Hardware-In-The-Loop Testing Platform for Closed-Loop Fluid Resuscitation,” FDA Scientific Computing Day, Silver Spring, MD, Sept. 2018.
A. Packy, S. Shin, H. Mirinejad, L. Herbertson, and C. G. Scully, “Developing Non-Clinical Test Methods for Interoperable Hemodynamic Monitoring Systems,” FDA Summer Research Symposium, Silver Spring, MD, Aug. 2018.
H. Mirinejad, T. Ersal, P. Jayakumar, and J. Poplawski, “Modeling Human Performance in Operating Unmanned Ground Vehicles,” 2017 Annual Automotive Research Center (ARC) Program Review, Ann Arbor, MI, May 2017.
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,” Research Louisville Conference, Louisville, KY, Oct. 2016.