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Panagiotis D. Christofides

University of California

78H-index
660Paper Count
2.2WCitation Count
Published Papers 300
Publication Date
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Reinforcement learning-based control of nonlinear systems: Economic optimization and operational safety
errAIChE Journal
IF4
err2026-06-04
err0
PREAI
errXiaodong Cui; Arthur Khodaverdian; Panagiotis D. Christofides
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errSave
Utilizing reinforcement learning in feedback control of nonlinear processes with stability guarantees
errDigital Chemical Engineering
IF4.1
err2025-12-03
err0
errOAAI
errArthur Khodaverdian; Xiaodong Cui; Panagiotis D. Christofides
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errSave
Model predictive control of an experimental protonic membrane steam methane reforming system
errAICHE JOURNAL
IF4
err2025-11-01
err0
errOAAI
errPeters, Dominic; Cui, Xiaodong; Wang, Yifei; Morales-Guio, Carlos G.; Christofides, Panagiotis D.
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errSave
Encrypted machine learning-based model predictive control architectures for nonlinear systems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-06-06
err0
PREAI
errKhodaverdian, Arthur; Wu, Guoquan; Wu, Zhe; Christofides, Panagiotis D.
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Machine learning in modeling, analysis and control of electrochemical reactors: A tutorial review
errDIGITAL CHEMICAL ENGINEERING
IF4.1
err2025-06-01
err0
errOAAI
errWang, Wenlong; Wu, Zhe; Peters, Dominic; Citmaci, Berkay; Morales-Guio, Carlos G.; Christofides, Panagiotis D.
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Automation and control of an experimental protonic membrane steam methane reforming system
errDigital Chemical Engineering
IF4.1
err2025-05-14
err0
errOAAI
errDominic Peters; Xiaodong Cui; Yifei Wang; Christopher G. Donahue; Jake Stanley; Carlos G. Morales-Guio; Panagiotis D. Christofides
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errSave
Modeling and control of a protonic membrane steam methane reformer
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-12-01
err0
PREAI
errCui, Xiaodong; Peters, Dominic; Wang, Yifei; Citmaci, Berkay; Richard, Derek; Morales-Guio, Carlos; Christofides, Panagiotis D.
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Data-Driven Machine Learning Predictor Model for Optimal Operation of a Thermal Atomic Layer Etching Reactor
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-10-30
err1
PREAI
errWang, Henrik; Ou, Feiyang; Suherman, Julius; Tom, Matthew; Orkoulas, Gerassimos; Christofides, Panagiotis D.
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Modeling and design of a combined electrified steam methane reforming-pressure swing adsorption process
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-09-01
err3
errOAAI
errHsu, Esther; Peters, Dominic; Citmaci, Berkay; Chheda, Parth; Cui, Xiaodong; Wang, Yifei; Morales-Guio, Carlos G.; Christofides, Panagiotis D.
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errSave
Integrating dynamic economic optimization and encrypted control for cyber-resilient operation of nonlinear processes
errAICHE JOURNAL
IF4
err2024-06-11
err2
PREAI
errKadakia, Yash A.; Abdullah, Fahim; Alnajdi, Aisha; Christofides, Panagiotis D.
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errSave
Feedback control of an experimental electrically-heated steam methane reformer
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-06-01
err4
PREAI
errCitmaci, Berkay; Peters, Dominic; Cui, Xiaodong; Abdullah, Fahim; Almunaifi, Ahmed; Chheda, Parth; Morales-Guio, Carlos G.; Christofides, Panagiotis D.
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errSave
Model predictive control of nonlinear processes using transfer learning-based recurrent neural networks
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-05-01
err11
PREAI
errAlhajeri, Mohammed S.; Ren, Yi Ming; Ou, Feiyang; Abdullah, Fahim; Christofides, Panagiotis D.
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errSave
Encrypted distributed model predictive control of nonlinear processes
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-04-01
err4
PREAI
errKadakia, Yash A.; Abdullah, Fahim; Alnajdi, Aisha; Christofides, Panagiotis D.
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errSave
Integrating run-to-run control with feedback control for a spatial atomic layer etching reactor
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-03-01
err1
PREAI
errWang, Henrik; Tom, Matthew; Ou, Feiyang; Orkoulas, Gerassimos; Christofides, Panagiotis D.
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errSave
Process modeling guides operational variables that affect CO2 utilization during the accelerated carbonation of concrete
errAICHE JOURNAL
IF4
err2024-02-15
err2
PREAI
errPrentice, Dale P.; Alshareedah, Othman; Sarkar, Manas; Arabit, Jenny; Mehdipour, Iman; Afzal, Shaik; Luo, Junwei; Abdullah, Fahim; Yun, Sungil; Christofides, Panagiotis D.; Simonetti, Dante; Sant, Gaurav
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Sparse identification modeling and predictive control of wafer temperature in an atomic layer etching reactor
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-02-01
err4
errOAAI
errOu, Feiyang; Abdullah, Fahim; Wang, Henrik; Tom, Matthew; Orkoulas, Gerassimos; Christofides, Panagiotis D.
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errSave
Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-01-01
err10
PREAI
errKadakia, Yash A.; Suryavanshi, Atharva; Alnajdi, Aisha; Abdullah, Fahim; Christofides, Panagiotis D.
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errSave
Encrypted decentralized model predictive control of nonlinear processes with delays
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2023-12-01
err5
PREAI
errKadakia, Yash A.; Alnajdi, Aisha; Abdullah, Fahim; Christofides, Panagiotis D.
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errSave
Model predictive control of nonlinear processes using neural ordinary differential equation models
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-10-01
err6
PREAI
errLuo, Junwei; Abdullah, Fahim; Christofides, Panagiotis D.
errShare
errSave
Computational fluid dynamics modeling of a discrete feed atomic layer deposition reactor: Application to reactor design and operation
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-10-01
err4
PREAI
errTom, Matthew; Wang, Henrik; Ou, Feiyang; Yun, Sungil; Orkoulas, Gerassimos; Christofides, Panagiotis D.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
James C. Liao
H-index: 97 · Papers: 375
A
Andrew R. Teel
H-index: 85 · Papers: 641
C
Charalambos Antoniades
H-index: 78 · Papers: 665
Y
Yoram Cohen
H-index: 74 · Papers: 491
J
John F. Thompson
H-index: 71 · Papers: 419
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