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Author

Mohammed S. Alhajeri

Observed names: Alhajeri, Mohammed S., Mohammed Alhajeri
Institution: Kuwait University
ORCID: 0009-0007-7050-1870
Observed ORCID: 0009-0007-7050-1870
OpenAlex ID: A5069510944
A tutorial review of neural network modeling approaches for model predictive control
2022 · Yi Ming Ren, Mohammed S. Alhajeri, et al. · Computers & Chemical Engineering · 164
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Tuning Guidelines for Model-Predictive Control
2020 · Mohammed Alhajeri, Masoud Soroush · Industrial & Engineering Chemistry Research · 80
Process structure-based recurrent neural network modeling for predictive control: A comparative study
2022 · Mohammed S. Alhajeri, Junwei Luo, et al. · Process Safety and Environmental Protection · 70
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Physics-informed machine learning modeling for predictive control using noisy data
2022 · Mohammed S. Alhajeri, Fahim Abdullah, et al. · Process Safety and Environmental Protection · 65
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Model predictive control of nonlinear processes using transfer learning-based recurrent neural networks
2024 · Mohammed S. Alhajeri, Yi Ming Ren, et al. · Process Safety and Environmental Protection · 50
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Machine-learning-based state estimation and predictive control of nonlinear processes
2021 · Mohammed S. Alhajeri, Zhe Wu, et al. · Process Safety and Environmental Protection · 48
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Machine learning-based predictive control of nonlinear time-delay systems: Closed-loop stability and input delay compensation
2023 · Aisha Alnajdi, Atharva Suryavanshi, et al. · Digital Chemical Engineering · 28
Modeling and Control of Nonlinear Processes Using Sparse Identification: Using Dropout to Handle Noisy Data
2022 · Fahim Abdullah, Mohammed S. Alhajeri, et al. · Industrial & Engineering Chemistry Research · 24
On generalization error of neural network models and its application to predictive control of nonlinear processes
2022 · Mohammed S. Alhajeri, Aisha Alnajdi, et al. · Process Safety and Environmental Protection · 23
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Encrypted model predictive control design for security to cyberattacks
2023 · Atharva Suryavanshi, Aisha Alnajdi, et al. · AIChE Journal · 21
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Control Lyapunov barrier function-based predictive control of nonlinear systems using physics-informed recurrent neural networks
2025 · Mohammed S. Alhajeri, Fahim Abdullah, et al. · Chemical Engineering Science · 3
Encrypted Model Predictive Control of Nonlinear Systems
2023 · Atharva V. Suryavanshi, Aisha Alnajdi, et al. · Mediterranean Conference on Control and Automation (MED) · 2
An Encrypted MPC Framework for Security to Cyber-Attacks
2023 · Atharva V. Suryavanshi, Aisha Alnajdi, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 2
Estimation-Based Predictive Control of Nonlinear Processes Using Recurrent Neural Networks
2021 · Mohammed S. Alhajeri, Zhe Wu, et al. · IFAC-PapersOnLine · 2
Molecular Property Prediction via Sparse Binary Matrix Representation and Convolutional Neural Networks
2026 · Abdulaziz W. Alherz, Cooper R. Tezak, et al. · Industrial & Engineering Chemistry Research · 1
Surrogate Models for CO 2 Utilization Pathways: Accelerating Industrial Park Design and Enterprise-Wide Optimization
2026 · Mohamed Faadil, Mohammed S. Alhajeri, et al. · ACS Omega · 1
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Sparse binary matrix representation-based CNN for UV/Vis optical property prediction
2026 · Mohammed S. Alhajeri, Abdulaziz W. Alherz · Journal of Engineering Research
Transfer Learning-Based Recurrent Neural Networks for Model Predictive Control of Nonlinear Systems
2026 · Mohammed Alhajeri, Yi Ming Ren, et al. · Mediterranean Congress of Chemical Engineering (MeCCE)
Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes
2023 · Mohammed S. Alhajeri, Aisha Alnajdi, et al. · Mediterranean Conference on Control and Automation (MED)
Nonlinear model predictive control of processes with incomplete state measurements
2018 · Mohammed Alhajeri, Masoud Soroush · iDEA - Drexel University Institutional Repository
Works count: 22
Citation count: 587
H-index: 10
I10-index: 10
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