S. Curteanu

发表

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

D. Mareci, D. Sutiman, R. Chelariu, 2013 .

Prediction of partition coefficients of guanidine hydrochloride in PEG–phosphate systems using neural networks developed with differential evolution algorithm

S. Curteanu, K. Movagharnejad, M. Pirdashti, 2015 .

Neural network modeling of the preparation process of a siloxane‐organic polyazomethine

S. Curteanu, M. Cazacu, E. Drăgoi, 2015 .

Phase equilibrium and physical properties of aqueous mixtures of poly (vinyl pyrrolidone) with trisodium citrate, obtained experimentally and by simulation

F. Leon, S. Curteanu, K. Movagharnejad, 2016 .

Neural networks and differential evolution algorithm applied for modelling the depollution process of some gaseous streams

Silvia Curteanu, Gabriel Dan Suditu, S. Curteanu, 2014, Environmental Science and Pollution Research.

A neuro-evolutive technique applied for predicting the liquid crystalline property of some organic compounds

S. Curteanu, E. Drăgoi, C. Lisa, 2012 .

Differential evolution applications in electromagnetics

S. Curteanu, S. Curteanu, E. Drăgoi, 2012, 2012 International Conference and Exposition on Electrical and Power Engineering.

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

Silvia Curteanu, Pablo Cañizares, Justo Lobato, 2010 .

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

M. Rodrigo, C. Sáez, S. Curteanu, 2013 .

Rhizobacteria and plant symbiosis in heavy metal uptake and its implications for soil bioremediation.

R. Hlihor, M. Gavrilescu, M. Diaconu, 2017, New biotechnology.

Different Methods of Neural Network Based Modelling for Polymerization Process

S. Curteanu, C. Piuleac, 2010 .

GENETIC ALGORITHMS AND NEURAL NETWORKS USED IN OPTIMIZATION OF A RADICAL POLYMERIZATION PROCESS

Silvia Curteanu, Florin Leon, F. Leon, 2003 .

A case study for optimal reactor networks synthesis: styrene polymerization

S. Curteanu, R. Tudose, Rodica Diaconescu, 2002 .

Covalent and ionic co-cross-linking--an original way to prepare chitosan-gelatin hydrogels for biomedical applications.

S. Curteanu, M. Popa, C. Peptu, 2011, Journal of biomedical materials research. Part A.

Romania SEPARATION OF SUCCINIC ACID FROM FERMENTATION BROTHS . MODELLING AND OPTIMIZATION

D. Cașcaval, A. Galaction, S. Curteanu, 2015 .

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

S. Curteanu, M. Cazacu, M. Pîslaru, 2012 .

Ferrocene derivatives thermostability prediction using neural networks and genetic algorithms

D. Wilson, S. Curteanu, G. Lisa, 2011 .

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

N. Curteanu, S. Curteanu, M. Cazacu, 2010 .

Artificial neural networks: applications in chemical engineering

Mimi Haryani Hassim, Silvia Curteanu, Mohsen Pirdashti, 2013 .

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

S. Curteanu, B. Simionescu, C. Mihǎilescu, 2009 .

Prediction of the liquid crystalline property for polyazomethines using modular neural networks

S. Curteanu, C. Racles, V. Cozan, 2008 .

Neural Networks and Genetic Algorithms Optimization of the Photocatalytic Degradation of Alcian Blue 8GX

M. Gavrilescu, S. Curteanu, I. Poulios, 2008 .

Neural Network Modeling Applied to Polyacrylamide Based Hydrogels Synthetized By Single Step Process

S. Curteanu, B. Simionescu, C. Mihǎilescu, 2008 .

Hybrid Model of a Wastewater-Treatment Electrolytic Process

P. Cañizares, M. Rodrigo, C. Sáez, 2012, International Journal of Electrochemical Science.

Use of Artificial Neural Networks to Predict the Progression of Glaucoma in Patients with Sleep Apnea

S. Curteanu, Nicoleta Anton, C. Bogdanici, 2022, Applied Sciences.

Obtaining Bricks Using Silicon-Based Materials: Experiments, Modeling and Optimization with Artificial Intelligence Tools

M. Gavrilescu, F. Leon, S. Curteanu, 2022, Mathematics.

Classification Algorithms Used in Predicting Glaucoma Progression

F. Leon, S. Curteanu, Nicoleta Anton, 2022, Healthcare.

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

F. Leon, S. Curteanu, N. Hurduc, 2007 .

The Prediction of Peritoneal Carcinomatosis in Patients with Colorectal Cancer Using Machine Learning

S. Curteanu, E. Drăgoi, V. Scripcariu, 2022, Healthcare.

Comprehensive Review on the Use of Artificial Intelligence in Ophthalmology and Future Research Directions

S. Curteanu, Nicoleta Anton, O. Ilie, 2022, Diagnostics.

Prediction of corrosion resistance of some dental metallic materials applying artificial neural networks

D. Mareci, R. Chelariu, S. Curteanu, 2016 .

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

D. Mareci, R. Chelariu, F. Leon, 2015 .

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

Silvia Curteanu, Davide Fissore, Elena Niculina Drăgoi, 2013 .

APPLICATION OF A NEURO-GENETIC TECHNIQUE IN THE OPTIMIZATION OF HEAVY METALS REMOVAL FROM WASTEWATERS FOR ENVIRONMENTAL RISK REDUCTION

Silvia Curteanu, Ciprian George Piuleac, Gabriel Dan Suditu, 2013 .

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

Silvia Curteanu, Florin Leon, Maria Gavrilescu, 2015, New biotechnology.

Modeling of a real industrial wastewater treatment plant based on aerated lagoon using a neuro-evolutive technique

Silvia Curteanu, Elena-Niculina Dragoi, Kazem Godini, 2020 .

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

A. Rahmani, S. Curteanu, K. Godini, 2014 .

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

D. Mareci, D. Sutiman, S. Curteanu, 2014, Chemical Papers.

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

F. Leon, S. Curteanu, I. Poulios, 2012 .

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

Silvia Curteanu, Elena-Niculina Dragoi, S. Curteanu, 2014 .

Modelling the influence of pH, fluoride, and caffeine on the corrosion resistance of TiMo alloys by artificial neural networks developed with differential evolution algorithm

D. Mareci, R. Chelariu, S. Curteanu, 2015 .

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

Silvia Curteanu, Maria Cazacu, S. Curteanu, 2007 .

Prediction of the Liquid-Crystalline Property Using Different Classification Methods

Silvia Curteanu, Florin Leon, Cătălin Lisa, 2010 .

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

S. Curteanu, M. Pirdashti, E. Drăgoi, 2019, International Journal of Thermophysics.

Viscosity Deviation Modeling for Binary and Ternary Mixtures of Benzyl Alcohol-N-Hexanol-Water

F. Leon, S. Curteanu, C. Ibănescu, 2022, Materials.

Prediction of liquid‐crystalline property using support vector machine classification

Silvia Curteanu, Florin Leon, Cristina Butnariu, 2013 .

Artificial Intelligence Techniques Used for Modeling of Processes Involving Polymers for Pharmaceutical Applications

Silvia Curteanu, S. Curteanu, 2015 .

SUPPORT VECTOR MACHINE COMBINED WITH GENETIC ALGORITHM FOR OPTIMIZATION OF MICROWAVE-ASSISTED EXTRACTION OF POLYPHENOLS FROM SPRUCE WOOD BARK

I. Volf, F. Leon, S. Curteanu, 2017 .

Forecasting municipal solid waste generation using prognostic tools and regression analysis.

Silvia Curteanu, Elena Niculina Drăgoi, Marius Gavrilescu, 2016, Journal of environmental management.

Textile Wastewater Treatment in a Spinning Disc Reactor: Improved Performances—Experimental, Modeling and SVM Optimization

F. Leon, S. Curteanu, C. Zaharia, 2021, Processes.

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

Silvia Curteanu, Renata Furtuna, Carmen Racles, 2011 .

A comparative description of diffusion-controlled reaction models in free radical polymerization

S. Curteanu, 2003 .

Liquid-liquid equilibrium data prediction using large margin nearest neighbor

F. Leon, S. Curteanu, K. Movagharnejad, 2016 .

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

Silvia Curteanu, Florin Leon, Elena Niculina Dragoi, 2011, Eng. Appl. Artif. Intell..

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

Silvia Curteanu, Ciprian George Piuleac, Kazem Godini, 2011 .

Modeling the Biosorption Process of Heavy Metal Ions on Soybean-Based Low-Cost Biosorbents Using Artificial Neural Networks

M. Gavrilescu, S. Curteanu, E. Drăgoi, 2022, Processes.

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

Silvia Curteanu, S. Curteanu, 2003 .

Modeling and simulation of methyl methacrylate free radical polymerization with intermediate addition of initiator and step change of temperature

S. Curteanu, 2003 .

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

S. Curteanu, V. Bulacovschi, 1999 .

Photodegradation process of Eosin Y using ZnO/SnO2 nanocomposites as photocatalysts: experimental study and neural network modeling

S. Curteanu, C. Piuleac, Diana Tanasa, 2013, Journal of Materials Science.

The use of differential evolution algorithm for solving chemical engineering problems

Silvia Curteanu, Elena Niculina Dragoi, S. Curteanu, 2016 .

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

Silvia Curteanu, Pablo Cañizares, Renata Furtuna, 2013, Environ. Model. Softw..

Algorithms for Using Some Models of Gel and Glass Effects in Free-Radical Polymerization of Methyl Methacrylate

S. Curteanu, C. Lisa, V. Bulacovschi, 1999 .

Free Radical Polymerization of Methyl Methacrylate: Modeling and Simulation by Moment Generating Function

S. Curteanu, V. Bulacovschi, C. Lisa, 1998 .

Machine Learning Methods Applied for Modeling the Process of Obtaining Bricks Using Silicon-Based Materials

F. Leon, S. Curteanu, C. Lisa, 2021, Materials.

An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation

Silvia Curteanu, Doina Logofatu, Florin Leon, 2018, AIAI.

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

Silvia Curteanu, Florin Leon, Renata Furtuna, 2011, Eng. Appl. Artif. Intell..

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

Silvia Curteanu, Hugh M. Cartwright, H. Cartwright, 2011 .

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

Silvia Curteanu, Pablo Cañizares, Justo Lobato, 2009 .

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

Silvia Curteanu, Elena Niculina Dragoi, Anca-Irina Galaction, 2013, Appl. Soft Comput..

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

Silvia Curteanu, Hugh M. Cartwright, H. Cartwright, 2013 .

A Hybrid Competitive Evolutionary Neural Network Optimization Algorithm for a Regression Problem in Chemical Engineering

M. Gavrilescu, F. Leon, S. Curteanu, 2022, Mathematics.

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

Silvia Curteanu, Florin Leon, Ciprian George Piuleac, 2010 .

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

Silvia Curteanu, Florin Leon, Ciprian George Piuleac, 2010 .

Artificial Neural Network Modeling of Mixing Efficiency in a Split-Cylinder Gas-Lift Bioreactor for Yarrowia lipolytica Suspensions

Silvia Curteanu, Elena-Niculina Dragoi, Anca-Irina Galaction, 2016 .

Neural network‐based hybrid models developed for free radical polymerization of styrene

S. Curteanu, E. Drăgoi, Luciana Ghiba, 2020, Polymer Engineering & Science.

Neuroevolutive Algorithms Applied for Modeling Some Biochemical Separation Processes

Silvia Curteanu, Elena-Niculina Dragoi, Dan Cascaval, 2021, Artificial Neural Networks, 3rd Edition.

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

Silvia Curteanu, Florin Leon, Renata Furtuna, 2012, Appl. Soft Comput..

NEURAL NETWORK BASED MODELING OF NO X DETECTION WITH A SENSOR - POLYMER SYSTEM

Silvia Curteanu, Petru Poni, Ciprian George Piuleac, 2008 .

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

Silvia Curteanu, S. Curteanu, Corneliu Petrila, 2006 .

Comparison between different methods for developing neural network topology applied to a complex polymerization process

Silvia Curteanu, Neculai Curteanu, Florin Leon, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Ten steps modeling of electrolysis processes by using neural networks

Silvia Curteanu, Pablo Cañizares, Manuel A. Rodrigo, 2010, Environ. Model. Softw..

Modeling of free radical polymerization of styrene using a binary mixture of initiators and isothermal steps of temperature

S. Curteanu, V. Bulacovschi, 2003 .

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

Silvia Curteanu, Ciprian George Piuleac, Maria Harja, 2014 .

Modelling and Optimization of CO2 Absorption in Pneumatic Contactors Using Artificial Neural Networks Developed with Clonal Selection-Based Algorithm

Silvia Curteanu, Anton Friedl, Maria Gavrilescu, 2015 .

Regression Methods Based on Nearest Neighbors with Adaptive Distance Metrics Applied to a Polymerization Process

Silvia Curteanu, Florin Leon, Doina Logofătu, 2021, Mathematics.

Ensembles of Biologically Inspired Optimization Algorithms for Training Multilayer Perceptron Neural Networks

M. Gavrilescu, F. Leon, S. Curteanu, 2022, Applied Sciences.

Hybrid Neural Network Models Applied to a Free Radical Polymerization Process

Silvia Curteanu, Florin Leon, F. Leon, 2006 .

Neural Network Models for Free Radical Polymerization of Methyl Methacrylate

F. Leon, S. Curteanu, D. Gâlea, 2003 .

Direct and inverse neural network modeling in free radical polymerization

Silvia Curteanu, S. Curteanu, 2004 .

Neuro-evolutionary approach applied for optimizing the PEMFC performance

Silvia Curteanu, Justo Lobato, Manuel A. Rodrigo, 2014 .

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

F. Leon, S. Curteanu, Mirela Smarandoiu, 2014 .

Assessing Changes in Diabetic Retinopathy Caused by Diabetes Mellitus and Glaucoma Using Support Vector Machines in Combination with Differential Evolution Algorithm

S. Curteanu, Nicoleta Anton, E. Drăgoi, 2021, Applied Sciences.

Neural network based predictions for the liquid crystal properties of organic compounds

Silvia Curteanu, Catalin Lisa, S. Curteanu, 2007 .

Optimization methodology applied to feed‐forward artificial neural network parameters

Silvia Curteanu, Renata Furtuna, Maria Cazacu, 2011 .

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

Silvia Curteanu, Davide Fissore, Elena-Niculina Dragoi, 2012 .

Optimization Strategy Based on Genetic Algorithms and Neural Networks Applied to a Polymerization Process

Silvia Curteanu, Florin Leon, F. Leon, 2007 .

Alternatives for multiobjective optimization of a polymerization process

Silvia Curteanu, Florin Leon, Dan Gâlea, 2006 .

Environmental assesment of surface waters based on monitoring data and neuro-evolutive modelling

Igor Cretescu, S. Curteanu, Tatjana Juzsakova, 2018, Process Safety and Environmental Protection.

Artificial intelligence modelling methodologies applied to a polymerization process

Silvia Curteanu, Florin Leon, Elena Niculina Dragoi, 2014, 2014 4th International Conference On Simulation And Modeling Methodologies, Technologies And Applications (SIMULTECH).

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

S. Curteanu, E. Drăgoi, D. Fissore, 2013 .