Comparison between different methods for developing neural network topology applied to a complex polymerization process. - Silvia Curteanu; Florin Leon; Renata Furtuna; Elena Niculina Dragoi; Neculai Curteanu (IJCNN, 2010)

Ten steps modeling of electrolysis processes by using neural networks. - Ciprian George Piuleac; Manuel A. Rodrigo; Pablo Cañizares; Silvia Curteanu; Cristina Sáez (Environ. Model. Softw., 2010)

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 (Eng. Appl. Artif. Intell., 2011)

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 (Eng. Appl. Artif. Intell., 2011)

Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic. - Renata Furtuna; Silvia Curteanu; Florin Leon (Appl. Soft Comput., 2012)

Optimization methodology based on neural networks and self-adaptive differential evolution algorithm applied to an aerobic fermentation process. - Elena Niculina Dragoi; Silvia Curteanu; Anca-Irina Galaction; Dan Cascaval (Appl. Soft Comput., 2013)

Neuro-evolutionary modelling of the electrodeposition stage of a polymer-supported ultrafiltration-electrodeposition process for the recovery of heavy metals. - Javier Llanos; Manuel A. Rodrigo; Pablo Cañizares; Renata Furtuna; Silvia Curteanu (Environ. Model. Softw., 2013)

Artificial intelligence modelling methodologies applied to a polymerization process. - Silvia Curteanu; Elena Niculina Dragoi; Florin Leon; Cristina Butnariu (SIMULTECH, 2014)

Evolutionary Algorithm for Large Margin Nearest Neighbour Regression. - Florin Leon; Silvia Curteanu (ICCCI (1), 2015)

Evolutionary Hybrid Configuration Applied to a Polymerization Process Modelling. - Silvia Curteanu; Elena Niculina Dragoi; Vlad Dafinescu (IWANN (2), 2015)

Large margin nearest neighbour regression using different optimization techniques. - Florin Leon; Silvia Curteanu (J. Intell. Fuzzy Syst., 2017)

An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation. - Silvia Curteanu; Florin Leon; Andrei-Stefan Lupu; Sabina-Adriana Floria; Doina Logofatu (AIAI, 2018)

Predictions of ocular changes caused by diabetes in glaucoma patients. - Nicoleta Anton Apreutesei; Filip Tircoveanu; Alina Cantemir; Camelia Bogdanici; Catalin Lisa; Silvia Curteanu; Dorin Chiselita (Comput. Methods Programs Biomed., 2018)

Neuroevolutive Algorithms Applied for Modeling Some Biochemical Separation Processes. - Silvia Curteanu; Elena Niculina Dragoi; Alexandra Cristina Blaga; Anca-Irina Galaction; Dan Cascaval (Artificial Neural Networks, 3rd Edition, 2021)