PUBLICATIONS & CONGRESS PARTICIPATION

Publications

Integrated genetic algorithm - Artificial neural network strategy for modeling important multiphase-flow characteristics, Tarca, Laurentiu A.; Grandjean, Bernard P. A.; Larachi, Faical Industrial and Engineering Chemistry Research, 41(10), 2002, 2543-2551. [View Abstract]

Reinforcing the phenomenological consistency in artificial neural network modeling of multiphase reactors, Laurentiu A. Tarca, Bernard P. A. Grandjean and Faïçal Larachi, Chemical Engineering and Processing, 42,( 8-9), 2003, 653-662. [View Abstract and Download Model]

Artificial Neural Network Meta Models To Enhance the Prediction and Consistency of Multiphase Reactor Correlations, Tarca, L. A.; Grandjean, B. P. A.; Larachi, F.; Industrial and Engineering Chemistry Research, 42(8), 2003, 1707-1712. [View Abstract]

Embedding Monotonicity and Concavity in the training of Neural Networks by means of Genetic Algorithms. Application to multiphase flow, Laurentiu A. Tarca, Bernard P.A. Grandjean, Faїçal Larachi, Computers and Chemical Engineering, 2004, in press. [View Abstract and Download Model] [Download Software]

Designing supervised classifiers for multiphase flow data classification, Laurentiu A. Tarca, Bernard P.A. Grandjean, Faiçal Larachi, Chemical Engineering Science, 2004, accepted. [View Abstract and Download Model]

Congress participations

51st Canadian Chemical Engineering Conference (Halifax, October 2001), Genetic Algorithm/Artificial Neural Network Strategy in Modeling Important Characteristics of Multiphase Reactors, Laurentiu A. Tarca, Bernard P. A. Grandjean and Faïçal Larachi (conference).

52nd Canadian Chemical Engineering Conference (Vancouver, October 2002), Assessing and Reinforcing the Phenomenological Consistency of Multiphase Flow Artificial Neural Network Correlations, Laurentiu A. Tarca, Bernard P. A. Grandjean and Faïçal Larachi (conference).

Annual Meeting of the Chemical Reaction Engineering Laboratory, Washington University (St Louis October 2002) Assessing and Reinforcing the Phenomenological Consistency of Multiphase Flow Artificial Neural Network Correlations, Laurentiu A. Tarca, Bernard P. A. Grandjean and Faïçal Larachi (poster).

53nd Canadian Chemical Engineering Conference (Hamilton, October 2002), Embedding Monotonicity and Concavity Information in the Training of Multiphase Flow Neural Network Correlations by Means of Genetic Algorithms , Laurentiu A. Tarca, Bernard P. A. Grandjean and Faïçal Larachi (conference).