Fahim Abdullah

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Model Predictive Control

Recurrent Neural Network Model

Top Venues

Comput. Chem. Eng.

Publications

Yash A. Kadakia, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides
Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes. Comput. Chem. Eng. 180 (2024)
Junwei Luo, Fahim Abdullah, Panagiotis D. Christofides
Model predictive control of nonlinear processes using neural ordinary differential equation models. Comput. Chem. Eng. 178 (2023)
Fahim Abdullah, Panagiotis D. Christofides
Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results. Comput. Chem. Eng. 174 (2023)
Mohammed S. Alhajeri, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides
Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes. MED (2023)
Atharva V. Suryavanshi, Aisha Alnajdi, Mohammed S. Alhajeri, Fahim Abdullah, Panagiotis D. Christofides
Encrypted Model Predictive Control of Nonlinear Systems. MED (2023)
Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
Handling noisy data in sparse model identification using subsampling and co-teaching. Comput. Chem. Eng. 157 (2022)
Yi Ming Ren, Mohammed S. Alhajeri, Junwei Luo, Scarlett Chen, Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
A tutorial review of neural network modeling approaches for model predictive control. Comput. Chem. Eng. 165 (2022)
Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides
Sparse-identification-based model predictive control of nonlinear two-time-scale processes. Comput. Chem. Eng. 153 (2021)