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Energy Procedia(1)
Journal of Physics: Conference Series(1)
Proceedings - 2022 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2022(1)
Proceedings of the 2022 IEEE International Conference on Machine Learning and Applied Network Technologies, ICMLANT 2022(1)
Transport in Porous Media(1)
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Física aplicada(5)
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Comparisons of Deep Learning Models to pbkp_redict Energy Consumption of an Educational Building
Conference ObjectAbstract: According to the latest United Nations Environment Programme report, in 2020, the construction and oPalabras claves:Artificial Neural Network, deep learning, energy consumption forecasting, GRU, LSTM, MLPAutores:Eduardo Flores-Morán, Franklin Ricardo Parrales Bravo, Julio Barzola-Monteses, Wendy Yánez-PazmiñoFuentes:googlescopusA Permeability–Throat Diameter Correlation for a Medium Generated with Delaunay Tessellation and Voronoi Algorithm
ArticleAbstract: Describing different transport phenomena through porous media at micro- and mesoscale represents a cPalabras claves:OpenPNM, permeability, Pore diameter, Porous media, Throat diameterAutores:Ángel Encalada-Dávila, Julio Barzola-Monteses, Mayken Espinoza-AndaluzFuentes:googlescopusA pre-feasibility experimental study of using surface-enhanced flake graphite to build up PEFC bipolar plates
Conference ObjectAbstract: The aim of this study is to determine the feasibility of using Surface-enhanced flake graphite (SFG)Palabras claves:Bipolar plates, Nanp graphite, PEFC, Surface-enhanced flake graphiteAutores:Andrés Rigail-Cedeño, José Diaz, José Ignacio Díaz Pilpe, Julio Barzola-Monteses, Mayken Espinoza-AndaluzFuentes:googlescopusApplicability of the lattice Boltzmann method to determine the ohmic resistance in equivalent resistor connections
Conference ObjectAbstract: Knowing the ohmic resistance in the materials allow to know in advance its electrical behavior whenPalabras claves:Autores:Andersson M., Julio Barzola-Monteses, Mayken Espinoza-Andaluz, Víctor H. Guarochico-MoreiraFuentes:googlescopusEnsemble Learning Models Applied in Energy Time Series of a University Building
Conference ObjectAbstract: During 2020, the construction and operation of buildings globally accounted for more than a third (3Palabras claves:Cross-validation for time series, Decision Trees, Energy consumption, ensemble learning, Extreme Gradient Boosting, random forestAutores:Isaakc Ortiz-Aguirre, Julio Barzola-Monteses, Mayken Espinoza-AndaluzFuentes:googlescopusMétodos de scattering inverso electromagnético para pruebas y evaluaciónes no destructivas
ArticleAbstract: Cuando obtenemos valores los de parámetros de un modelo a través de la manipulación de datos observPalabras claves:DISPERSION INVERSA ELECTROMAGNETICA, IMAGENES A MICROONDAS, MAL PUESTO, PROBLEMAS INVERSOSAutores:Julio Barzola-Monteses, Matteo Pastorino, Pedro VargasFuentes:rraae