Christos Georgakis - Publications, H-index & Citations

From automated to autonomous process operations 从自动化到自主的流程操作

IF4

2025-12-01

PREAI

Xing, Yafeng; Dong, Yachao; Georgakis, Christos; Gould, Aaron

Dynamic data-driven models for complex pharmaceutical reactions - the dynamic response surface methodology

IF3.9

2025-05-01

OAAI

Baldea, Michael; Georgiou, Apostolos T.; Gopaluni, Bhushan; Mercangoz, Mehmet; Pantelides, Constantinos C.; Sheth, Kiran; Zavala, Victor M.; Georgakis, Christos

CURRENT OPINION IN CHEMICAL ENGINEERING

IF6.8

2024-09-01

PREAI

Georgakis, Christos

Machine learning in process systems engineering: Challenges and opportunities 过程系统工程中的机器学习: 挑战与机遇

A two-phase approach optimizing productivity for a mAb-producing CHO cell culture process using dynamic response surface methodology models

IF3.9

2024-02-01

OAAI

Daoutidis, Prodromos; Lee, Jay H.; Rangarajan, Srinivas; Chiang, Leo; Gopaluni, Bhushan; Schweidtmann, Artur M.; Harjunkoski, Iiro; Mercangoz, Mehmet; Mesbah, Ali; Boukouvala, Fani; Lima, Fernando, V; Chanona, Antonio del Rio; Georgakis, Christos

BIOCHEMICAL ENGINEERING JOURNAL

IF3.8

2024-01-01

PREAI

Moore, Brandon; Georgakis, Christos; Antoniou, Chris; Khattak, Sarwat

Using the design of dynamic experiments to optimize photosynthetic cyanophycin production by Synechocystis sp.使用动态实验设计来优化Synechocystis sp。的光合蓝藻生产。

JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

IF6

2023-01-01

PREAI

Trentin, Giulia; Bertucco, Alberto; Georgakis, Christos; Sforza, Eleonora; Barbera, Elena

Data-driven tools for the optimization of a pharmaceutical process through its knowledge-driven model 通过其知识驱动模型优化制药过程的数据驱动工具

Experimental Test of the Design of Dynamic Experiments and Dynamic Response Surface Methodologies: Growth of a Photosynthetic Microorganism

IF4

2022-11-22

PREAI

Castaldello, Christopher; Facco, Pierantonio; Bezzo, Fabrizio; Georgakis, Christos; Barolo, Massimiliano

Toward the Identification of Stoichiometric Models for Complex Reaction Mixtures

IF3.9

2022-10-19

PREAI

Trentin, Giulia; Barbera, Elena; Bertucco, Alberto; Georgakis, Christos

Mass and energy balance-assisted data-driven modeling and optimization of batch processes: The case of a batch polymerization process

IF3.9

2022-09-19

PREAI

Fromer, Jenna; Georgakis, Christos; Mustakis, Jason

Dynamic response surface methodology using Lasso regression for organic pharmaceutical synthesis

IF3.9

2022-04-01

PREAI

Bardooli, Ahmed; Dong, Yachao; Georgakis, Christos

FRONTIERS OF CHEMICAL SCIENCE AND ENGINEERING

IF4.5

2021-06-28

PREAI

Dong, Yachao; Georgakis, Christos; Santos-Marques, Jacob; Du, Jian

Process Systems Engineering Perspective on the Design of Materials and Molecules

Meeting the challenge of water sustainability: The role of process systems engineering 迎接水可持续性的挑战: 过程系统工程的作用

IF3.9

2021-03-31

PREAI

Adjiman, Claire S.; Sahinidis, Nikolaos, V; Vlachos, Dionisios G.; Bakshi, Bhavik; Maravelias, Christos T.; Georgakis, Christos

Data-Driven Optimization of an Industrial Batch Polymerization Process Using the Design of Dynamic Experiments Methodology

IF4

2020-11-13

PREAI

Shah, Sirish L.; Bakshi, Bhavik R.; Liu, Jinfeng; Georgakis, Christos; Chachuat, Benoit; Braatz, Richard D.; Young, Brent R.

New Time Sampling Strategy for the Estimation of the Parameters in DRSM Models

IF3.9

2020-07-09

PREAI

Georgakis, Christos; Chin, Swee-Teng; Wang, Zhenyu; Hayot, Philippe; Chiang, Leo; Wassick, John; Castillo, Ivan

Optimization of pharmaceutical reactions using the dynamic response surface methodology

IF3.9

2020-06-07

PREAI

Dong, Yachao; Georgakis, Christos; Mustakis, Jason; McMullen, Jonathan P.

Identification of Hammerstein-Weiner models for nonlinear MPC from infrequent measurements in batch processes

IF3.9

2020-04-01

PREAI

Dong, Yachao; Georgakis, Christos; Mustakis, Jason; Han, Lu; McMullen, Jonathan P.

JOURNAL OF PROCESS CONTROL

IF3.9

2019-10-01

PREAI

Wang, Zhenyu; Georgakis, Christos

Stoichiometry identification of pharmaceutical reactions using the constrained dynamic response surface methodology

Education in Process Systems Engineering: Why it matters more than ever and how it can be structured

IF4

2019-08-06

PREAI

Dong, Yachao; Georgakis, Christos; Mustakis, Jason; Hawkins, Joel M.; Han, Lu; Wang, Ke; McMullen, Jonathan P.; Grosser, Shane T.; Stone, Kevin

Constrained Version of the Dynamic Response Surface Methodology for Modeling Pharmaceutical Reactions

IF3.9

2019-07-01

OAAI

Cameron, Ian T.; Engell, Sebastian; Georgakis, Christos; Asprion, Norbert; Bonvin, Dominique; Gao, Furong; Gerogiorgis, Dimitrios, I; Grossmann, Ignacio E.; Macchietto, Sandro; Preisig, Heinz A.; Young, Brent R.