Fahim Abdullah

According to our database, Fahim Abdullah authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes.

Yash A. Kadakia, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides

Comput. Chem. Eng., January, 2024

2023

Model predictive control of nonlinear processes using neural ordinary differential equation models.

Junwei Luo, Fahim Abdullah, Panagiotis D. Christofides

Comput. Chem. Eng., October, 2023

Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results.

Fahim Abdullah, Panagiotis D. Christofides

Comput. Chem. Eng., June, 2023

Encrypted Model Predictive Control of Nonlinear Systems.

Atharva V. Suryavanshi, Aisha Alnajdi, Mohammed S. Alhajeri, Fahim Abdullah, Panagiotis D. Christofides

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes.

Mohammed S. Alhajeri, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

2022

A tutorial review of neural network modeling approaches for model predictive control.

Yi Ming Ren, Mohammed S. Alhajeri, Junwei Luo, Scarlett Chen, Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides

Comput. Chem. Eng., 2022

Handling noisy data in sparse model identification using subsampling and co-teaching.

Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides

Comput. Chem. Eng., 2022

2021

Sparse-identification-based model predictive control of nonlinear two-time-scale processes.

Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides

Comput. Chem. Eng., 2021