Mohammed S. Alhajeri

Alhajeri, M. S., Ren, Y. M., Ou, F., Abdullah, F., & Christofides, P. D. (2024). Model predictive control of nonlinear processes using transfer learning-based recurrent neural networks. Chemical Engineering Research and Design, 205, 1-12. 

Alhajeri, M. S., Alnajdi, A., Abdullah, F., & Christofides, P. D. (2023). On generalization error of neural network models and its application to predictive control of nonlinear processes. Chemical Engineering Research and Design, 189, 664-679. 

Alnajdi, A., Suryavanshi, A., Alhajeri, M. S., Abdullah, F., & Christofides, P. D. (2023). Machine learning-based predictive control of nonlinear time-delay systems: Closed-loop stability and input delay compensation. Digital Chemical Engineering, 7, 100084. 

Suryavanshi, A., Alnajdi, A., Alhajeri, M., Abdullah, F., & Christofides, P. D. (2023). Encrypted model predictive control design for security to cyberattacks. AIChE Journal, 69(8), e18104. 

Suryavanshi, A. V., Alnajdi, A., Alhajeri, M. S., & Christofides, P. D. (2023). An Encrypted MPC Framework for Security to Cyber-Attacks. In Computer Aided Chemical Engineering (Vol. 52, pp. 1513-1518): Elsevier.