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2020 – today
- 2024
[j6]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: 108498 (2024)- [c4]Yash A. Kadakia, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides:
Encrypted Decentralized Model Predictive Control of Nonlinear Processes with Input Delays. ACC 2024: 4216-4223 - [c3]Yash A. Kadakia, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides:
A Two-Tier Encrypted Control Architecture for Enhanced Cybersecurity of Nonlinear Processes. ACC 2024: 4452-4459 - 2023
- [j5]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: 108247 (2023) - [j4]Junwei Luo, Fahim Abdullah, Panagiotis D. Christofides:
Model predictive control of nonlinear processes using neural ordinary differential equation models. Comput. Chem. Eng. 178: 108367 (2023) - [c2]Atharva V. Suryavanshi, Aisha Alnajdi, Mohammed S. Alhajeri, Fahim Abdullah, Panagiotis D. Christofides:
Encrypted Model Predictive Control of Nonlinear Systems. MED 2023: 904-911 - [c1]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: 912-919 - 2022
- [j3]Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides:
Handling noisy data in sparse model identification using subsampling and co-teaching. Comput. Chem. Eng. 157: 107628 (2022) - [j2]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: 107956 (2022) - 2021
- [j1]Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides:
Sparse-identification-based model predictive control of nonlinear two-time-scale processes. Comput. Chem. Eng. 153: 107411 (2021)
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