Density prediction of ternary mixtures of ethanol + water + ionic liquid using backpropagation artificial neural networks
Autor:
Morales, Jorge
Moldes, Óscar A
Iglesias-Otero, Manuel A
Mejuto, Juan C
Astray, Gonzalo (1)
Cid, Antonio
Fecha:
08/2015Palabra clave:
Tipo de Ítem:
bookPartResumen:
New insights in the prediction of density in ternary mixtures of ethanol + water + ionic liquid using backpropagation artificial neural network (ANN) have been investigated by our research group. These predictions have been compared with the corresponding ones with another model, that is, multiple linear regression (MLR), and the advantages of neural modeling versus traditional modeling MLR have been shown.
Descripción:
Capítulo del libro "Bidyut K. Paul Satya P. Moulik. (2105). Ionic Liquid‐Based Surfactant Science: Formulation, Characterization, and Applications. Capítulo 21"
Este ítem aparece en la(s) siguiente(s) colección(es)
Estadísticas de uso
Año |
2012 |
2013 |
2014 |
2015 |
2016 |
2017 |
2018 |
2019 |
2020 |
2021 |
Vistas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
34 |
1 |
Descargas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Ítems relacionados
Mostrando ítems relacionados por Título, autor o materia.
-
Percolation Threshold of AOT Microemulsions with n-Alkyl Acids as Additives Prediction by Means of Artificial Neural Networks
Moldes, Óscar A; Astray, Gonzalo (1); Cid, Antonio; Iglesias-Otero, Manuel A; Morales, Jorge; Mejuto, Juan C (Tenside Surfactants Detergents, 09/2013)Different artificial neural networks architectures have been assayed to predict percolation temperature of AOT/iC(8)/H2O microemulsions in the presence of n-alkyl acids with a chain length between 0 and 24 carbons, using ... -
Prediction of the penetration of drugs by Artificial Neural Networks
Gonzalez-Temes, M.; Astray, Gonzalo; Morales, Jorge; Mejuto, Juan C; Astray, Gonzalo (1) (Proceedings of the 2013 8TH Iberian Conference on Information Systems and Technologies (CISTI 2013), 2013)In this study an Artificial Neural Network was developed to predict the penetration of drugs through a polydimethylsiloxane membrane by molecular descriptors. A total of 245 drugs and their absorption experimentally ... -
Motivación de Logro para Aprender en Educación Física: Adaptación de la versión española del Test AMPET E
Ruiz-Pérez, Luis Miguel; Moreno-Murcia, Juan Antonio; Ramón-Otero, Irene; Alias-García, Antonio (Revista Española de Pedagogía, 31/01/2015)El presente estudio ha tenido como principal objetivo la adaptación de la versión española del Test de Motivación de Logro para el Aprendizaje en Educación Física (AMPET). Esta adaptación supuso la inclusión de una nueva ...