Panagiotis D. Christofides

University of California

78H指数

662论文数

2.2W被引数

收录论文 301

发表时间

Integrated design of safety and control systems for nonlinear safety-critical processes 非线性安全关键过程的安全与控制系统集成设计

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2026-09-16

PREAI

Xiaodong Cui; Arthur Khodaverdian; Panagiotis D. Christofides

Reinforcement learning-based control of nonlinear systems: Economic optimization and operational safety 基于强化学习控制的非线性系统：经济优化和运行安全

AIChE Journal

IF4

2026-06-04

PREAI

Xiaodong Cui; Arthur Khodaverdian; Panagiotis D. Christofides

Utilizing reinforcement learning in feedback control of nonlinear processes with stability guarantees 利用强化学习进行具有稳定性保证的非线性过程反馈控制

Digital Chemical Engineering

IF4.1

2025-12-03

OAAI

Arthur Khodaverdian; Xiaodong Cui; Panagiotis D. Christofides

Model predictive control of an experimental protonic membrane steam methane reforming system

AICHE JOURNAL

IF4

2025-11-01

OAAI

Peters, Dominic; Cui, Xiaodong; Wang, Yifei; Morales-Guio, Carlos G.; Christofides, Panagiotis D.

Encrypted machine learning-based model predictive control architectures for nonlinear systems 基于加密机器学习的非线性系统模型预测控制架构

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2025-06-06

PREAI

Khodaverdian, Arthur; Wu, Guoquan; Wu, Zhe; Christofides, Panagiotis D.

Machine learning in modeling, analysis and control of electrochemical reactors: A tutorial review 机器学习在电化学反应器建模、分析与控制中的应用：教程式综述

DIGITAL CHEMICAL ENGINEERING

IF4.1

2025-06-01

OAAI

Wang, Wenlong; Wu, Zhe; Peters, Dominic; Citmaci, Berkay; Morales-Guio, Carlos G.; Christofides, Panagiotis D.

Automation and control of an experimental protonic membrane steam methane reforming system 实验性质子膜蒸汽甲烷重整系统的自动化与控制

Digital Chemical Engineering

IF4.1

2025-05-14

OAAI

Dominic Peters; Xiaodong Cui; Yifei Wang; Christopher G. Donahue; Jake Stanley; Carlos G. Morales-Guio; Panagiotis D. Christofides

Modeling and control of a protonic membrane steam methane reformer

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2024-12-01

PREAI

Cui, Xiaodong; Peters, Dominic; Wang, Yifei; Citmaci, Berkay; Richard, Derek; Morales-Guio, Carlos; Christofides, Panagiotis D.

Data-Driven Machine Learning Predictor Model for Optimal Operation of a Thermal Atomic Layer Etching Reactor

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2024-10-30

PREAI

Wang, Henrik; Ou, Feiyang; Suherman, Julius; Tom, Matthew; Orkoulas, Gerassimos; Christofides, Panagiotis D.

Modeling and design of a combined electrified steam methane reforming-pressure swing adsorption process

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2024-09-01

OAAI

Hsu, Esther; Peters, Dominic; Citmaci, Berkay; Chheda, Parth; Cui, Xiaodong; Wang, Yifei; Morales-Guio, Carlos G.; Christofides, Panagiotis D.

Integrating dynamic economic optimization and encrypted control for cyber-resilient operation of nonlinear processes

AICHE JOURNAL

IF4

2024-06-11

PREAI

Kadakia, Yash A.; Abdullah, Fahim; Alnajdi, Aisha; Christofides, Panagiotis D.

Feedback control of an experimental electrically-heated steam methane reformer

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2024-06-01

PREAI

Citmaci, Berkay; Peters, Dominic; Cui, Xiaodong; Abdullah, Fahim; Almunaifi, Ahmed; Chheda, Parth; Morales-Guio, Carlos G.; Christofides, Panagiotis D.

Model predictive control of nonlinear processes using transfer learning-based recurrent neural networks 使用基于转移学习的递归神经网络对非线性过程进行模型预测控制

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2024-05-01

PREAI

Alhajeri, Mohammed S.; Ren, Yi Ming; Ou, Feiyang; Abdullah, Fahim; Christofides, Panagiotis D.

Encrypted distributed model predictive control of nonlinear processes 非线性过程的加密分布式模型预测控制

CONTROL ENGINEERING PRACTICE

IF4.6

2024-04-01

PREAI

Kadakia, Yash A.; Abdullah, Fahim; Alnajdi, Aisha; Christofides, Panagiotis D.

Integrating run-to-run control with feedback control for a spatial atomic layer etching reactor

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2024-03-01

PREAI

Wang, Henrik; Tom, Matthew; Ou, Feiyang; Orkoulas, Gerassimos; Christofides, Panagiotis D.

Process modeling guides operational variables that affect CO2 utilization during the accelerated carbonation of concrete

AICHE JOURNAL

IF4

2024-02-15

PREAI

Prentice, 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

Sparse identification modeling and predictive control of wafer temperature in an atomic layer etching reactor

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2024-02-01

OAAI

Ou, Feiyang; Abdullah, Fahim; Wang, Henrik; Tom, Matthew; Orkoulas, Gerassimos; Christofides, Panagiotis D.

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

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2024-01-01

PREAI

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