World's Best Scientists 2026 revealed!
Christos Georgakis

Christos Georgakis

D-Index & Metrics

Engineering and Technology

D-Index
51
Citations
10126
World Ranking
3848
National Ranking
1123

Research.com Recognitions

  • 2007 - Fellow of the International Federation of Automatic Control (IFAC)
  • 2004 - Fellow of the American Association for the Advancement of Science (AAAS)

Overview

Christos Georgakis is affiliated with Tufts University in the United States. Their research spans a range of topics within engineering and biochemistry, genetics, and molecular biology, with a strong focus on control and systems engineering, molecular biology, and computational theory and mathematics.

Their published work includes four papers in Industrial & Engineering Chemistry Research, as well as contributions to Computers & Chemical Engineering, AIChE Journal, IFAC-PapersOnLine, and Current Opinion in Chemical Engineering. The research topics covered include advanced control systems optimization, viral infectious diseases and gene expression in insects, fault detection and control systems, advanced multi-objective optimization algorithms, process optimization and integration, optimal experimental design methods, and gene regulatory network analysis.

  • Machine learning in process systems engineering: Challenges and opportunities (2023) - Computers & Chemical Engineering
  • Process Systems Engineering Perspective on the Design of Materials and Molecules (2021) - Industrial & Engineering Chemistry Research
  • Optimization of pharmaceutical reactions using the dynamic response surface methodology (2020) - Computers & Chemical Engineering
  • Data-Driven Optimization of an Industrial Batch Polymerization Process Using the Design of Dynamic Experiments Methodology (2020) - Industrial & Engineering Chemistry Research
  • Meeting the challenge of water sustainability: The role of process systems engineering (2020) - AIChE Journal

The frequent co-authors of Georgakis include Yachao Dong, R. Bhushan Gopaluni, Jason Mustakis, Leo H. Chiang, and Mehmet Mercangöz. Their collaboration network indicates a strong interdisciplinary approach combining engineering with applied molecular studies.

Georgakis's primary fields of study are divided mainly between engineering and biochemistry, genetics, and molecular biology, showing a balance between theoretical and applied research domains. Subfields reflect this with significant work in control and systems engineering and molecular biology.

The scientist has received recognition in the form of fellowships from prominent organizations: the International Federation of Automatic Control (IFAC) in 2007 and the American Association for the Advancement of Science (AAAS) in 2004.

Best Publications

  • Disturbance detection and isolation by dynamic principal component analysis

    Wenfu Ku;Robert H. Storer;Christos Georgakis

  • Plant-wide control of the Tennessee Eastman problem

    P.R. Lyman;C. Georgakis

  • Dynamic simulator for a Model IV fluid catalytic cracking unit

    R.C. McFarlane;R.C. Reineman;J.F. Bartee;C. Georgakis

  • A changing grain size model for gas—solid reactions

    Christos Georgakis;C.W. Chang;J. Szekely

  • Systematic estimation of state noise statistics for extended Kalman filters

    Jaleel Valappil;Christos Georgakis

  • How To NOT Make the Extended Kalman Filter Fail

    René Schneider;Christos Georgakis

  • A new measure of process output controllability

    David R Vinson;Christos Georgakis

  • Application of an extended Luenberger observer to the control of multicomponent batch distillation

    Enrique Quintero-Marmol;William L. Luyben;Christos Georgakis

  • Control of emulsion polymerization reactors

    John Dimitratos;Guillermo Eliçabe;Christos Georgakis

  • Plantwide regulatory control design procedure using a tiered framework

    Randel M. Price;Christos Georgakis

  • Dynamic modeling and state estimation for an emulsion copolymerization reactor

    J. Dimitratos;C. Georgakis;M.S. El-Aasser;A. Klein

  • Throughput Manipulation in Plantwide Control Structures

    Randel M. Price;Philip R. Lyman;Christos Georgakis

  • Control of a solution copolymerization reactor using multi-model predictive control

    Leyla Özkan;Mayuresh V. Kothare;Christos Georgakis

  • Process systems engineering tools in the pharmaceutical industry

    Gregory M. Troup;Christos Georgakis

  • Nonlinear dynamic matrix control for high‐purity distillation columns

    Apostolos Georgiou;Christos Georgakis;William L. Luyben

  • An experimental study of adaptive Kalman filtering in emulsion copolymerization

    John Dimitratos;Christos Georgakis;Mohamed El-Aasser;Andrew Klein

  • On the use of extensive variables in process dynamics and control

    Christos Georgakis;Christos Georgakis

  • The role of PtOx in the isothermal rate oscillations of ethylene oxidation on platinum

    C.G. Vayenas;C. Georgakis;J. Michaels;J. Tormo

  • Studies in the control of tubular reactors-I General Considerations

    C. Georgakis;R. Aris;Neal R. Amundson

  • Tendency modeling of semibatch reactors for optimization and control

    C. Filippi;J.L. Greffe;J. Bordet;J. Villermaux

  • Expansion of experimental mode shape from operational modal analysis and virtual sensing for fatigue analysis using the modal expansion method

    Marius Tarpø;Bruna Nabuco;Christos T. Georgakis;Rune Brincker

Frequent Co-Authors

Mohamed S. El-Aasser
Mohamed S. El-Aasser Lehigh University
William L. Luyben
William L. Luyben Lehigh University
Lyle H. Ungar
Lyle H. Ungar University of Pennsylvania
Neal R. Amundson
Neal R. Amundson University of Minnesota
Mayuresh V. Kothare
Mayuresh V. Kothare Lehigh University
Dominique Bonvin
Dominique Bonvin École Polytechnique Fédérale de Lausanne
Ioannis G. Kevrekidis
Ioannis G. Kevrekidis Johns Hopkins University
Bhavik R. Bakshi
Bhavik R. Bakshi The Ohio State University
Brent R. Young
Brent R. Young University of Auckland
E. David Sudol
E. David Sudol Lehigh University

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