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1

Naphthalene sublimation. Experiment and optimisation based on neuro-evolutionary methodology

Curteanu, Silvia, Smarandoiu, Mirela, Horoba, Doina, Leon, Florin

Journal:

Journal of Industrial & Engineering Chemistry

Année:

2014

Langue:

english

Fichier:

PDF, 287 KB

english, 2014

2

Artificial neural networks: applications in chemical engineering

Pirdashti, Mohsen, Curteanu, Silvia, Kamangar, Mehrdad Hashemi, Hassim, Mimi H., Khatami, Mohammad Amin

Journal:

Reviews in Chemical Engineering

Année:

2013

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2013

3

Optimization methodology based on neural networks and self-adaptive differential evolution algorithm applied to an aerobic fermentation process

Dragoi, Elena-Niculina, Curteanu, Silvia, Galaction, Anca-Irina, Cascaval, Dan

Journal:

Applied Soft Computing

Année:

2013

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2013

4

Neural networks applied in chemistry. I. Determination of the optimal topology of multilayer perceptron neural networks

Silvia Curteanu, Hugh Cartwright

Journal:

Journal of Chemometrics

Année:

2011

Langue:

english

Fichier:

PDF, 477 KB

english, 2011

5

Covalent and ionic co-cross-linking—An original way to prepare chitosan–gelatin hydrogels for biomedical applications

Anca N. Jătariu (Cadinoiu), Marcel Popa, Silvia Curteanu, Cătălina A. Peptu

Journal:

Journal of Biomedical Materials Research Part A

Année:

2011

Langue:

english

Fichier:

PDF, 740 KB

english, 2011

6

Direct and inverse neural networks modelling applied to study the influence of the gas diffusion layer properties on PBI-based PEM fuel cells

Justo Lobato, Pablo Cañizares, Manuel A. Rodrigo, Ciprian-George Piuleac, Silvia Curteanu, José J. Linares

Journal:

International Journal of Hydrogen Energy

Année:

2010

Langue:

english

Fichier:

PDF, 577 KB

english, 2010

7

Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic

Renata Furtuna, Silvia Curteanu, Florin Leon

Journal:

Applied Soft Computing

Année:

2012

Langue:

english

Fichier:

PDF, 866 KB

english, 2012

8

On the Use of Artificial Neural Networks to Monitor a Pharmaceutical Freeze-Drying Process

Drăgoi, Elena Niculina, Curteanu, Silvia, Fissore, Davide

Journal:

Drying Technology

Année:

2013

Langue:

english

Fichier:

PDF, 596 KB

english, 2013

9

Electro-Oxidation Method Applied for Activated Sludge Treatment: Experiment and Simulation Based on Supervised Machine Learning Methods

Curteanu, Silvia, Godini, Kazem, Piuleac, Ciprian G., Azarian, Ghasem, Rahmani, Ali R., Butnariu, Cristina

Journal:

Industrial & Engineering Chemistry Research

Année:

2014

Langue:

english

Fichier:

PDF, 1.78 MB

english, 2014

10

Grey and black-box modelling based on neural networks and artificial immune systems applied to solid dissolution by rotating disc method

Dragoi, Elena Niculina, Horoba, Cristian Andrei, Mamaliga, Ioan, Curteanu, Silvia

Journal:

Chemical Engineering and Processing: Process Intensification

Année:

2014

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2014

11

Hybrid Neural Network Models Applied to a Free Radical Polymerization Process

Curteanu, Silvia, Leon, Florin

Journal:

Polymer-Plastics Technology and Engineering

Année:

2006

Langue:

english

Fichier:

PDF, 332 KB

english, 2006

12

Prediction of Corrosion Resistance of Some Dental Metallic Materials with an Adaptive Regression Model

Chelariu, Romeu, Suditu, Gabriel Dan, Mareci, Daniel, Bolat, Georgiana, Cimpoesu, Nicanor, Leon, Florin, Curteanu, Silvia

Journal:

JOM Journal of the Minerals, Metals and Materials Society

Année:

2015

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2015

13

Forecasting municipal solid waste generation using prognostic tools and regression analysis

Ghinea, Cristina, Drăgoi, Elena Niculina, Comăniţă, Elena-Diana, Gavrilescu, Marius, Câmpean, Teofil, Curteanu, Silvia, Gavrilescu, Maria

Journal:

Journal of Environmental Management

Année:

2016

Langue:

english

Fichier:

PDF, 3.03 MB

english, 2016

14

Phase Equilibrium and Physical Properties of Aqueous Mixtures of Poly (vinyl pyrrolidone) with Trisodium Citrate, Obtained Experimentally and by Simulation

Pirdashti, Mohsen, Movagharnejad, Kamyar, Mobalegholeslam, Poorya, Curteanu, Silvia, Leon, Florin

Journal:

Journal of Molecular Liquids

Année:

2016

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2016

15

Large margin nearest neighbour regression using different optimization techniques

Leon, Florin, Curteanu, Silvia, Nguyen, Ngoc-Thanh, Núñez, Manuel, Trawiński, Bogdan

Journal:

Journal of Intelligent & Fuzzy Systems

Année:

2017

Langue:

english

Fichier:

PDF, 327 KB

english, 2017

16

Transport, Thermodynamic, and Thermophysical Properties of Aqueous Mixtures of Poly (Ethylene Glycol): Experimental and Modeling

Pirdashti, Mohsen, Ketabi, Mahnam, Mobalegholeslam, Poorya, Curteanu, Silvia, Dragoi, Elena Niculina, Barani, Alireza

Journal:

International Journal of Thermophysics

Année:

2019

Langue:

english

Fichier:

PDF, 2.30 MB

english, 2019

17

Free radical polymerization of methyl methacrylate: Modeling and simulation under semibatch and nonisothermal reactor conditions

Silvia Curteanu, Victor Bulacovschi

Journal:

Journal of Applied Polymer Science

Année:

1999

Langue:

english

Fichier:

PDF, 243 KB

english, 1999

18

Alternatives for multiobjective optimization of a polymerization process

Silvia Curteanu, Florin Leon, Dan Gâlea

Journal:

Journal of Applied Polymer Science

Année:

2006

Langue:

english

Fichier:

PDF, 139 KB

english, 2006

19

Applying soft computing methods to fluorescence modeling of the polydimethylsiloxane/silica composites containing lanthanum

Silvia Curteanu, Alexandra Nistor, Neculai Curteanu, Anton Airinei, Maria Cazacu

Journal:

Journal of Applied Polymer Science

Année:

2010

Langue:

english

Fichier:

PDF, 242 KB

english, 2010

20

Modeling of electrolysis process in wastewater treatment using different types of neural networks

Silvia Curteanu, Ciprian George Piuleac, Kazem Godini, Ghasem Azaryan

Journal:

Chemical Engineering Journal

Année:

2011

Langue:

english

Fichier:

PDF, 963 KB

english, 2011

21

An elitist non-dominated sorting genetic algorithm enhanced with a neural network applied to the multi-objective optimization of a polysiloxane synthesis process

Renata Furtuna, Silvia Curteanu, Florin Leon

Journal:

Engineering Applications of Artificial Intelligence

Année:

2011

Langue:

english

Fichier:

PDF, 1.25 MB

english, 2011

22

The neural networks based modeling of a polybenzimidazole-based polymer electrolyte membrane fuel cell: Effect of temperature

Justo Lobato, Pablo Cañizares, Manuel A. Rodrigo, José J. Linares, Ciprian-George Piuleac, Silvia Curteanu

Journal:

Journal of Power Sources

Année:

2009

Langue:

english

Fichier:

PDF, 517 KB

english, 2009

23

Ferrocene derivatives thermostability prediction using neural networks and genetic algorithms

Gabriela Lisa, Daniela Apreutesei Wilson, Silvia Curteanu, Catalin Lisa, Ciprian-George Piuleac, Victor Bulacovschi

Journal:

Thermochimica Acta

Année:

2011

Langue:

english

Fichier:

PDF, 932 KB

english, 2011

24

Neural network-based modeling for semi-batch and nonisothermal free radical polymerization

Silvia Curteanu, Corneliu Petrila

Journal:

International Journal of Quantum Chemistry

Année:

2006

Langue:

english

Fichier:

PDF, 160 KB

english, 2006

25

Optimization strategy based on genetic algorithms and neural networks applied to a polymerization process

Silvia Curteanu, Florin Leon

Journal:

International Journal of Quantum Chemistry

Année:

2008

Langue:

english

Fichier:

PDF, 203 KB

english, 2008

26

Optimization methodology applied to feed-forward artificial neural network parameters

Renata Furtuna, Silvia Curteanu, Maria Cazacu

Journal:

International Journal of Quantum Chemistry

Année:

2011

Langue:

english

Fichier:

PDF, 582 KB

english, 2011

27

Direct and inverse neural network modeling in free radical polymerization

Silvia Curteanu

Journal:

Central European Journal of Chemistry

Année:

2004

Langue:

english

Fichier:

PDF, 762 KB

english, 2004

28

Modeling and simulation of free radical polymerization of styrene under semibatch reactor conditions

Silvia Curteanu

Journal:

Central European Journal of Chemistry

Année:

2003

Langue:

english

Fichier:

PDF, 855 KB

english, 2003

29

NSGA-II-RJG applied to multi-objective optimization of polymeric nanoparticles synthesis with silicone surfactants

Renata Furtuna, Silvia Curteanu, Carmen Racles

Journal:

Central European Journal of Chemistry

Année:

2011

Langue:

english

Fichier:

PDF, 700 KB

english, 2011

30

Fuzzy modeling applied to optical and surface properties of a ferrocenylsiloxane polyamide solution

Marius Pislaru, Silvia Curteanu, Maria Cazacu

Journal:

Central European Journal of Chemistry

Année:

2012

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2012

31

Macromol. React. Eng. 9-10/2010

Florin Leon, Ciprian George Piuleac, Silvia Curteanu

Journal:

Macromolecular Reaction Engineering

Année:

2010

Fichier:

PDF, 354 KB

2010

32

Stacked Neural Network Modeling Applied to the Synthesis of Polyacrylamide-Based Multicomponent Hydrogels

Florin Leon, Ciprian George Piuleac, Silvia Curteanu

Journal:

Macromolecular Reaction Engineering

Année:

2010

Langue:

english

Fichier:

PDF, 303 KB

english, 2010

33

Freeze-drying modeling and monitoring using a new neuro-evolutive technique

Elena-Niculina Dragoi, Silvia Curteanu, Davide Fissore

Journal:

Chemical Engineering Science

Année:

2012

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2012

34

Modeling of oxygen mass transfer in the presence of oxygen-vectors using neural networks developed by differential evolution algorithm

Elena-Niculina Dragoi, Silvia Curteanu, Florin Leon, Anca-Irina Galaction, Dan Cascaval

Journal:

Engineering Applications of Artificial Intelligence

Année:

2011

Langue:

english

Fichier:

PDF, 647 KB

english, 2011

35

Instance-based regression with missing data applied to a photocatalytic oxidation process

Florin Leon, Ciprian George Piuleac, Silvia Curteanu, Ioannis Poulios

Journal:

Central European Journal of Chemistry

Année:

2012

Langue:

english

Fichier:

PDF, 804 KB

english, 2012

36

Evaluation of the corrosion resistance of new ZrTi alloys by experiment and simulation with an adaptive instance-based regression model

Mareci, Daniel, Sutiman, Daniel, Chelariu, Romeu, Leon, Florin, Curteanu, Silvia

Journal:

Corrosion Science

Année:

2013

Langue:

english

Fichier:

PDF, 6.65 MB

english, 2013

37

Prediction of liquid-crystalline property using support vector machine classification

Butnariu, Cristina, Lisa, Catalin, Leon, Florin, Curteanu, Silvia

Journal:

Journal of Chemometrics

Année:

2013

Langue:

english

Fichier:

PDF, 855 KB

english, 2013

38

Optimization methodology based on neural networks and genetic algorithms applied to electro-coagulation processes

Ciprian G. Piuleac, Silvia Curteanu…

Journal:

Central European Journal of Chemistry

Année:

2013

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2013

39

Neural Networks Applied in Chemistry. II. Neuro-Evolutionary Techniques in Process Modeling and Optimization

Cartwright, Hugh, Curteanu, Silvia

Journal:

Industrial & Engineering Chemistry Research

Année:

2013

Langue:

english

Fichier:

PDF, 3.21 MB

english, 2013

40

Influence of caffeine and temperature on corrosion-resistance of CoCrMo alloy

Romas, Manuela, Munoz, Anna Igual, Mareci, Daniel, Vidal, Carlos Valero, Curteanu, Silvia, Sutiman, Daniel

Journal:

Chemical Papers

Année:

2014

Langue:

english

Fichier:

PDF, 601 KB

english, 2014

41

Insuffisance respiratoire aiguë : terrains particuliers

Romas, Manuela, Munoz, Anna Igual, Mareci, Daniel, Vidal, Carlos Valero, Curteanu, Silvia, Sutiman, Daniel

Journal:

Médecine Intensive Réanimation

Année:

2014

Langue:

french

Fichier:

PDF, 712 KB

french, 2014

42

Neuro-evolutionary optimization methodology applied to the synthesis process of ash based adsorbents

Curteanu, Silvia, Buema, Gabriela, Piuleac, Ciprian George, Sutiman, Daniel Mircea, Harja, Maria

Journal:

Journal of Industrial & Engineering Chemistry

Année:

2014

Langue:

english

Fichier:

PDF, 1.93 MB

english, 2014

43

Neuro-evolutionary modelling of the electrodeposition stage of a polymer-supported ultrafiltration–electrodeposition process for the recovery of heavy metals

Llanos, Javier, Rodrigo, Manuel A., Cañizares, Pablo, Furtuna, Renata Popa, Curteanu, Silvia

Journal:

Environmental Modelling & Software

Année:

2013

Langue:

english

Fichier:

PDF, 516 KB

english, 2013

44

Photodegradation process of Eosin Y using ZnO/SnO2nanocomposites as photocatalysts: experimental study and neural network modeling

Tanasa, Diana E., Piuleac, Ciprian G., Curteanu, Silvia, Popovici, Evelini

Journal:

Journal of Materials Science

Année:

2013

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2013

45

Neuro-evolutionary approach applied for optimizing the PEMFC performance

Curteanu, Silvia, Piuleac, Ciprian-George, Linares, Jose J., Cañizares, Pablo, Rodrigo, Manuel A., Lobato, Justo

Journal:

International Journal of Hydrogen Energy

Année:

2014

Langue:

english

Fichier:

PDF, 503 KB

english, 2014

46

The Synthesis of Polyacrylamide-Based Multi-component Hydrogels. A Neural Network Modeling

Curteanu, Silvia, Dumitrescu, Anca, Mihailescu, Camelia, Simionescu, Bogdan C.

Journal:

Journal of Macromolecular Science Part A

Année:

2009

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2009

47

Modeling Methodology Based on Stacked Neural Networks Applied to the Photocatalytic Degradation of Triclopyr

Piuleac, Ciprian George, Poulios, Ioannis, Leon, Florin, Curteanu, Silvia, Kouras, A.

Journal:

Separation Science and Technology

Année:

2010

Langue:

english

Fichier:

PDF, 519 KB

english, 2010

48

Experimental analysis and mathematical prediction of Cd(II) removal by biosorption using support vector machines and genetic algorithms

Hlihor, Raluca Maria, Diaconu, Mariana, Leon, Florin, Curteanu, Silvia, Tavares, Teresa, Gavrilescu, Maria

Journal:

New Biotechnology

Année:

2015

Langue:

english

Fichier:

PDF, 622 KB

english, 2015

49

Machine Learning Methods Used to Predict the Liquid-Crystalline Behavior of Some Copolyethers

Leon, Florin, Curteanu, Silvia, Lisa, Cătălin, Hurduc, Nicolae

Journal:

Molecular Crystals and Liquid Crystals

Année:

2007

Langue:

english

Fichier:

PDF, 348 KB

english, 2007

50

Neural Networks and Genetic Algorithms Used for Modeling and Optimization of the Siloxane‐Siloxane Copolymers Synthesis

Curteanu, Silvia, Cazacu, Maria

Journal:

Journal of Macromolecular Science Part A

Année:

2007

Langue:

english

Fichier:

PDF, 370 KB

english, 2007