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Article(5)
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Energy Science and Engineering(2)
Geophysical Research Letters(1)
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Climate patterns derived from ocean wave spectra
ArticleAbstract: The fact that ocean surface waves are an integrated effect of meteorological activity has the interePalabras claves:climate patterns, eastern equatorial pacific, El Niño phenomenon, Spectral partitioning, spectral statistics, wave spectraAutores:Andrés A. Salazar, Cavaleri L., Jesus Portilla-YandunFuentes:scopusDeep generative model for probabilistic wind speed and wind power estimation at a wind farm
ArticleAbstract: This work introduces a novel method to generate probabilistic hub-height wind speed forecasts aimedPalabras claves:convolutional variational autoencoder, Generative model, hub-height wind, probabilistic forecasting, Wind powerAutores:Andrés A. Salazar, Che Y., Xiao F., Zheng J.Fuentes:scopusDesign of Hybrid Reconstruction Scheme for Compressible Flow Using Data-Driven Methods
ArticleAbstract: Existing numerical schemes used to solve the governing equations for compressible flow suffer from dPalabras claves:Compressible Flow, Computational Fluid Dynamics, Hybrid Schemes, Machine learningAutores:Andrés A. Salazar, Xiao F.Fuentes:scopusMultivariable neural network to postprocess short-term, hub-height wind forecasts
ArticleAbstract: This work introduces a novel error correction method for short-term, hub-height wind speed forecastiPalabras claves:hub-height wind, multivariable, neural network, postprocessing, short-termAutores:Andrés A. Salazar, Che Y., Xiao F., Zheng J.Fuentes:scopusModeling multiple wave systems in the eastern equatorial Pacific
ArticleAbstract: While moderate wind and wave conditions prevail in the eastern equatorial Pacific, modeling waves inPalabras claves:COLOMBIA, eastern equatorial pacific, ECUADOR, partitioning, Swell, Wave model evaluation, Wind wavesAutores:Andrés A. Salazar, Cavaleri L., Jeison Sosa, Jesus Portilla-Yandun, Latandret S., Portilla-Yandún J.Fuentes:googlescopus