• 5735 Citations
  • 44 h-Index
1973 …2022
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Research Output 1973 2017

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Article
2016
4 Citations (Scopus)

Design of multi-actor distributed processing systems: A game-theoretical approach

Torres, A. I. & Stephanopoulos, G., Jan 1 2016, In : AICHE Journal. 62, 9, p. 3369-3391 23 p.

Research output: Contribution to journalArticle

Computer Communication Networks
Processing
Process design
2015
6 Citations (Scopus)

A Novel Approach for the Identification of Economic Opportunities within the Framework of a Biorefinery

Torres, A. I., Cybulska, I., Fang, C. J., Thomsen, M. H., Schmidt, J. E. & Stephanopoulos, G., Jan 1 2015, In : Computer Aided Chemical Engineering. 37, p. 1175-1180 6 p.

Research output: Contribution to journalArticle

Decomposition
Economics
6 Citations (Scopus)
Self assembly
Nanostructures
Nanoparticles
Geometry
Kinetics
2 Citations (Scopus)
Self assembly
Nanostructures
Nanoparticles
Geometry
Kinetics
1 Citation (Scopus)

Exploring Opportunities for the Production of Chemicals from Municipal Solid Wastes within the Framework of a Biorefinery

Bonk, F., Chaturvedi, T., Torres, A. I., Schmidt, J. E., Thomsen, M. H. & Stephanopoulos, G., Jan 1 2015, In : Computer Aided Chemical Engineering. 37, p. 2123-2128 6 p.

Research output: Contribution to journalArticle

Municipal solid waste
Biomass
Enzymatic hydrolysis
Biomolecules
Fermentation
2014
1 Citation (Scopus)

Laying the foundations: An advisor's perspective

Stephanopoulos, G., Nov 5 2014, In : Computers and Chemical Engineering. 70, p. 3-10 8 p.

Research output: Contribution to journalArticle

Control theory
Chemical plants
Trajectories
Controllers
Direction compound
2012
11 Citations (Scopus)

A master-equation approach to simulate kinetic traps during directed self-assembly

Lakerveld, R., Stephanopoulos, G. & Barton, P. I., May 14 2012, In : Journal of Chemical Physics. 136, 18, 184109.

Research output: Contribution to journalArticle

Self assembly
self assembly
traps
Kinetics
kinetics
2011
101 Citations (Scopus)
Process engineering
Biotechnology
Systems engineering
Nanotechnology
Chemical engineering
1 Citation (Scopus)

Towards robust fabrication of non-periodic nanoscale systems via directed self assembly

Lakerveld, R., Stephanopoulos, G. & Barton, P. I., Jun 20 2011, In : Computer Aided Chemical Engineering. 29, p. 1603-1607 5 p.

Research output: Contribution to journalArticle

Self assembly
Fabrication
Potential energy surfaces
Dynamic models
Nanoparticles
2010
25 Citations (Scopus)

Controlled formation of nanostructures with desired geometries. 2. Robust dynamic paths

Solis, E. O. P., Barton, P. I. & Stephanopoulos, G., Sep 1 2010, In : Industrial and Engineering Chemistry Research. 49, 17, p. 7746-7757 12 p.

Research output: Contribution to journalArticle

Nanostructures
Geometry
Self assembly
Statistical mechanics
Energy barriers
2009

Controlled formation of self-assembled nanostructures with desired geometries: Robust dynamic paths to robust desired structures

Solis, E. O. P., Barton, P. I. & Stephanopoulos, G., Jan 1 2009, In : Computer Aided Chemical Engineering. 27, C, p. 1713-1718 6 p.

Research output: Contribution to journalArticle

Nanostructures
Self assembly
Geometry
2 Citations (Scopus)
Process engineering
Systems engineering
Chemical industry
Chemical engineering
Processing
2008
16 Citations (Scopus)

Multiscale theory for linear dynamic processes. Part 1. Foundations

Stephanopoulos, G., Karsligil, O. & Dyer, M. S., Apr 5 2008, In : Computers and Chemical Engineering. 32, 4-5, p. 857-884 28 p.

Research output: Contribution to journalArticle

Model predictive control
Dynamical systems
Multivariable control systems
Wavelet decomposition
Observability
11 Citations (Scopus)

Multiscale theory for linear dynamic processes. Part 2. Multiscale model predictive control (MS-MPC)

Stephanopoulos, G., Karsligil, O. & Dyer, M., Apr 5 2008, In : Computers and Chemical Engineering. 32, 4-5, p. 885-912 28 p.

Research output: Contribution to journalArticle

Model predictive control
Binary trees
Feedback control
Process control
Sampling
2007
4 Citations (Scopus)

Linking physiology and transcriptional profiles by quantitative predictive models

Misra, J., Alevizos, I., Hwang, D., Stephanopoulos, G. & Stephanopoulos, G., Sep 1 2007, In : Biotechnology and Bioengineering. 98, 1, p. 252-260 9 p.

Research output: Contribution to journalArticle

Physiology
Genes
Obese Mice
Microarrays
Nutrition
2005
39 Citations (Scopus)

Nanoscale process systems engineering: Toward molecular factories, synthetic cells, and adaptive devices

Stephanopoulos, N., Solls, E. O. P. & Stephanopoulos, G., Jul 2005, In : AICHE Journal. 51, 7, p. 1858-1869 12 p.

Research output: Contribution to journalArticle

Artificial Cells
Process engineering
Systems engineering
Industrial plants
Equipment and Supplies
9 Citations (Scopus)

Topological coarse graining of polymer chains using wavelet-accelerated Monte Carlo. I. Freely jointed chains

Ismail, A. E., Rutledge, G. C. & Stephanopoulos, G., Jun 15 2005, In : Journal of Chemical Physics. 122, 23, 234901.

Research output: Contribution to journalArticle

Wavelet transforms
Polymers
beads
polymers
wavelet analysis
220 Citations (Scopus)

Transcriptional therapy with the histone deacetylase inhibitor trichostatin A ameliorates experimental autoimmune encephalomyelitis

Camelo, S., Iglesias, A. H., Hwang, D., Due, B., Ryu, H., Smith, K., Gray, S. G., Imitola, J., Duran, G., Assaf, B., Langley, B., Khoury, S. J., Stephanopoulos, G., De Girolami, U., Ratan, R. R., Ferrante, R. J. & Dangond, F., Jul 1 2005, In : Journal of Neuroimmunology. 164, 1-2, p. 10-21 12 p.

Research output: Contribution to journalArticle

trichostatin A
Histone Deacetylase Inhibitors
Autoimmune Experimental Encephalomyelitis
Multiple Sclerosis
E2F Transcription Factors

Wavelet-accelerated Monte Carlo sampling of polymer chains

Ismail, A. E., Stephanopoulos, G. & Rutledge, G. C., Apr 15 2005, In : Journal of Polymer Science, Part B: Polymer Physics. 43, 8, p. 897-910 14 p.

Research output: Contribution to journalArticle

Wavelet transforms
Polymers
Monte Carlo methods
sampling
Sampling
2004
12 Citations (Scopus)

Identification of optimal classification functions for biological sample and state discrimination from metabolic profiling data

Lee, K., Hwang, D., Yokoyama, T., Stephanopoulos, G., Stephanopoulos, G. N. & Yarmush, M. L., Apr 12 2004, In : Bioinformatics. 20, 6, p. 959-969 11 p.

Research output: Contribution to journalArticle

Galactosamine
Profiling
Liver
Discrimination
Metabolites
20 Citations (Scopus)

Inverse modeling using multi-block PLS to determine the environmental conditions that provide optimal cellular function

Hwang, D., Stephanopoulos, G. & Chan, C., Mar 1 2004, In : Bioinformatics. 20, 4, p. 487-499 13 p.

Research output: Contribution to journalArticle

Inverse Modeling
Multiblock
Environmental Factors
Least-Squares Analysis
Partial Least Squares
57 Citations (Scopus)

Microarray detection of E2F pathway activation and other targets in multiple sclerosis peripheral blood mononuclear cells

Iglesias, A. H., Camelo, S., Hwang, D., Villanueva, R., Stephanopoulos, G. & Dangond, F., May 1 2004, In : Journal of Neuroimmunology. 150, 1-2, p. 163-177 15 p.

Research output: Contribution to journalArticle

Multiple Sclerosis
Blood Cells
Autoimmune Experimental Encephalomyelitis
Autoantigens
Microarray Analysis
108 Citations (Scopus)

Molecular signature of late-stage human ALS revealed by expression profiling of postmortem spinal cord gray matter

Dangond, F., Hwang, D., Camelo, S., Pasinelli, P., Frosch, M. P., Stephanopoulos, G., Stephanopoulos, G., Brown, R. H. & Gullans, S. R., Apr 1 2004, In : Physiological Genomics. 16, p. 229-239 11 p.

Research output: Contribution to journalArticle

Amyotrophic Lateral Sclerosis
Spinal Cord
Oligonucleotide Array Sequence Analysis
Genes
Discriminant Analysis
2003
42 Citations (Scopus)

Application of multivariate analysis to optimize function of cultured hepatocytes

Chan, C., Hwang, D., Stephanopoulos, G. N., Yarmush, M. L. & Stephanopoulos, G., Mar 1 2003, In : Biotechnology Progress. 19, 2, p. 580-598 19 p.

Research output: Contribution to journalArticle

hepatocytes
multivariate analysis
liver function
Hepatocytes
Multivariate Analysis
30 Citations (Scopus)

Genomic dissection for characterization of cancerous oral epithelium tissues using transcription profiling

Hwang, D., Alevizos, I., Schmitt, W. A., Misra, J., Ohyama, H., Todd, R., Mahadevappa, M., Warrington, J. A., Stephanopoulos, G., Wong, D. T. & Stephanopoulos, G., Apr 1 2003, In : Oral Oncology. 39, 3, p. 259-268 10 p.

Research output: Contribution to journalArticle

Dissection
Epithelium
Genes
Mouth Neoplasms
Discriminant Analysis
48 Citations (Scopus)

Multiresolution analysis in statistical mechanics. I. Using wavelets to calculate thermodynamic properties

Ismail, A. E., Rutledge, G. C. & Stephanopoulos, G., Mar 8 2003, In : Journal of Chemical Physics. 118, 10, p. 4414-4423 10 p.

Research output: Contribution to journalArticle

Multiresolution analysis
Statistical mechanics
statistical mechanics
wavelet analysis
Wavelet transforms
41 Citations (Scopus)

Multiresolution analysis in statistical mechanics. II. The wavelet transform as a basis for Monte Carlo simulations in lattices

Ismail, A. E., Stephanopoulos, G. & Rutledge, G. C., Mar 8 2003, In : Journal of Chemical Physics. 118, 10, p. 4424-4431 8 p.

Research output: Contribution to journalArticle

Hamiltonians
Multiresolution analysis
Statistical mechanics
statistical mechanics
wavelet analysis
2002

A compendium of gene expression in normal human tissues

Hsiao, L. L., Dangond, F., Yoshida, T., Hong, R., Jensen, R. V., Misra, J., Dillon, W., Lee, K. F., Clark, K. E., Haverty, P., Weng, Z., Mutter, G. L., Frosch, M. P., MacDonald, M. E., Milford, E. L., Crum, C. P., Bueno, R., Pratt, R. E., Mahadevappa, M., Warrington, J. A. & 3 others, Stephanopoulos, G., Stephanopoulos, G. & Gullans, S. R., Jan 1 2002, In : Physiological Genomics. 2002, 7, p. 97-104 8 p.

Research output: Contribution to journalArticle

Gene Expression
Genes
Biochemical Phenomena
Biological Phenomena
Systems Biology
94 Citations (Scopus)

Determination of minimum sample size and discriminatory expression patterns in microarray data

Hwang, D., Schmitt, W. A., Stephanopoulos, G. & Stephanopoulos, G., Jan 1 2002, In : Bioinformatics. 18, 9, p. 1184-1193 10 p.

Research output: Contribution to journalArticle

Discriminant analysis
Microarrays
Microarray Data
Sample Size
Power Analysis
117 Citations (Scopus)

Interactive exploration of microarray gene expression patterns in a reduced dimensional space

Misra, J., Schmitt, W., Hwang, D., Hsiao, L. L., Gullans, S., Stephanopoulos, G. & Stephanopoulos, G., Jul 30 2002, In : Genome Research. 12, 7, p. 1112-1120 9 p.

Research output: Contribution to journalArticle

Gene Expression
Genes
Principal Component Analysis
Oligonucleotide Array Sequence Analysis
Transcriptome
48 Citations (Scopus)

Mapping physiological states from microarray expression measurements

Stephanopoulos, G., Hwang, D., Schmitt, W. A., Misra, J. & Stephanopoulos, G., Jan 1 2002, In : Bioinformatics. 18, 8, p. 1054-1063 10 p.

Research output: Contribution to journalArticle

Microarrays
Microarray
Genes
DNA
Physiology
20 Citations (Scopus)

Valid parameter range analyses for chemical reaction kinetic models

Song, J., Stephanopoulos, G. & Green, W. H., Nov 4 2002, In : Chemical Engineering Science. 57, 21, p. 4475-4491 17 p.

Research output: Contribution to journalArticle

Reaction kinetics
Chemical reactions
Kinetics
Ethane
Methane
2001
294 Citations (Scopus)

A compendium of gene expression in normal human tissues.

Hsiao, L. L., Dangond, F., Yoshida, T., Hong, R., Jensen, R. V., Misra, J., Dillon, W., Lee, K. F., Clark, K. E., Haverty, P., Weng, Z., Mutter, G. L., Frosch, M. P., Macdonald, M. E., Milford, E. L., Crum, C. P., Bueno, R., Pratt, R. E., Mahadevappa, M., Warrington, J. A. & 3 others, Stephanopoulos, G., Stephanopoulos, G. & Gullans, S. R., Jan 1 2001, In : Physiological Genomics. 7, 2, p. 97-104 8 p.

Research output: Contribution to journalArticle

Gene Expression
Genes
Biochemical Phenomena
Biological Phenomena
Systems Biology
1999
3 Citations (Scopus)

A phenomena-oriented environment for teaching process modeling: Novel modeling software and its use in problem solving

Foss, A. S., Geurts, K. R., Goodeve, P. J., Dahm, K. D., Stephanopoulos, G., Bieszczad, J. & Koulouris, A., Sep 1 1999, Chemical Engineering Education, 33, 4, p. 292-299 8 p.

Research output: Contribution to specialist publicationArticle

Teaching
Software

Art Westerberg ... of Carnegie Mellon University

Biegler, L., Grossmann, I. & Stephanopoulos, G., Mar 1 1999, Chemical Engineering Education, 33, 2, p. 90-95 6 p.

Research output: Contribution to specialist publicationArticle

arts
Art
7 Citations (Scopus)

Batch Process Development: From Reactions To Manufacturing Systems

Stephanopoulos, G., Ali, S., Linninger, A. & Salomone, E., Jun 1 1999, In : Computers and Chemical Engineering. 23, SUPPL. 1

Research output: Contribution to journalArticle

1998
3 Citations (Scopus)

A Natural Language Approach for the Design of Batch Operating Procedures

Linninger, A. & Stephanopoulos, G., Dec 1 1998, In : Informatica (Ljubljana). 22, 4, p. 423-434 12 p.

Research output: Contribution to journalArticle

Computer operating procedures
Natural Language
Batch
Synthesis
Chemical Processes
3 Citations (Scopus)

On the application of explanation-based learning to acquire control knowledge for branch and bound algorithms

Realff, M. J. & Stephanopoulos, G., Jan 1 1998, In : INFORMS Journal on Computing. 10, 1, p. 56-71 16 p.

Research output: Contribution to journalArticle

Linear programming
Learning algorithms
Artificial intelligence
Scheduling
Branch and bound algorithm
2 Citations (Scopus)

Process improvement: An exploratory data analysis approach within an interval-based optimization framework

Saraiva, P. M. & Stephanopoulos, G., Mar 1 1998, In : Production and Operations Management. 7, 1, p. 19-37 19 p.

Research output: Contribution to journalArticle

Methodology
Exploratory data analysis
Process improvement
Operating performance
Internship
44 Citations (Scopus)

Wavelet-Based Modulation in Control-Relevant Process Identification

Carrier, J. F. & Stephanopoulos, G., Jan 1 1998, In : AICHE Journal. 44, 2, p. 341-360 20 p.

Research output: Contribution to journalArticle

Identification (control systems)
Modulation
Space Simulation
Wavelet Analysis
Nonlinear Dynamics
1997
46 Citations (Scopus)

Fermentation database mining by pattern recognition

Stephanopoulos, G., Locher, G., Duff, M. J., Kamimura, R. & Stephanopoulos, G., Mar 5 1997, In : Biotechnology and Bioengineering. 53, 5, p. 443-452 10 p.

Research output: Contribution to journalArticle

Fermentation
Pattern recognition
Databases
Documentation
Software
14 Citations (Scopus)

Multi-scale modeling, estimation and control of processing systems

Stephanopoulos, G., Dyer, M. & Karsligil, O., Jan 1 1997, In : Computers and Chemical Engineering. 21, SUPPL.1

Research output: Contribution to journalArticle

Processing
Observability
Model predictive control
System theory
Controllability
4 Citations (Scopus)

Pollution prevention for production systems of energetic materials

Linninger, A. A., Salomone, E., Ali, S. A., Stephanopoulos, E. & Stephanopoulos, G., Dec 1 1997, In : Waste Management. 17, 2-3, p. 165-173 9 p.

Research output: Contribution to journalArticle

production system
Pollution
energetics
Waste treatment
waste treatment
1996
44 Citations (Scopus)

Compression of chemical process data by functional approximation and feature extraction

Bakshi, B. R. & Stephanopoulos, G., Jan 1 1996, In : AICHE Journal. 42, 2, p. 477-492 16 p.

Research output: Contribution to journalArticle

Piecewise linear techniques
Chemical Phenomena
Feature extraction
Compaction
Decomposition
2 Citations (Scopus)

Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2: Eine fallstudie

Translated title of the contribution: A method for an automated rule extraction from raw process data part 2: A case studyLocher, G., Bakshi, B., Stephanopoulos, G., Stephanopoulos, G. & Schügerl, K., Jan 1 1996, In : At-Automatisierungstechnik. 44, 3, p. 138-145 8 p.

Research output: Contribution to journalArticle

Automation
Crystallization
Temperature
6 Citations (Scopus)

Ein ansatz zur automatischen Umwandlung von Rohdaten in Regeln: Teil 1: Prozeßtrends, wavelettransformation und klassifizierungsbäume

Translated title of the contribution: A method for an automated rule extraction from raw process data Part 1: Process trends, wavelet transformation and decision treesLocher, G., Bakshi, B., Stephanopoulos, G., Stephanopoulos, G. & Schügerl, K., Jan 1 1996, In : At-Automatisierungstechnik. 44, 2, p. 61-70 10 p.

Research output: Contribution to journalArticle

Decision trees
Expert systems
121 Citations (Scopus)

Intelligent systems in process engineering: A review

Stephanopoulos, G. & Han, C., Jan 1 1996, In : Computers and Chemical Engineering. 20, 6-7, p. 743-791 49 p.

Research output: Contribution to journalArticle

Process engineering
Intelligent systems
Industrial applications
Natural sciences computing
Operations research
19 Citations (Scopus)

Knowledge-based validation and waste management of batch pharmaceutical process designs

Linninger, A. A., Ali, S. A. & Stephanopoulos, G., Jan 1 1996, In : Computers and Chemical Engineering. 20, SUPPL.2

Research output: Contribution to journalArticle

Waste management
Drug products
Process design
Waste treatment
Pharmaceutical Preparations
13 Citations (Scopus)

Rapid plant-wide screening of solvents for batch processes

Modi, A., Aumond, J. P., Mavrovouniotis, M. & Stephanopoulos, G., Jan 1 1996, In : Computers and Chemical Engineering. 20, SUPPL.1

Research output: Contribution to journalArticle

Screening
Reaction rates
Health
23 Citations (Scopus)

Synthesis of control systems for chemical plants

Ng, C. S. & Stephanopoulos, G., Jan 1 1996, In : Computers and Chemical Engineering. 20, SUPPL.2

Research output: Contribution to journalArticle

Chemical plants
Control systems