55 citations · 116 across the 4 of their papers we have counts for
4 papers
An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control
Antonio Manjavacas, Alejandro Campoy-Nieves, Javier Jiménez-Raboso +2
Heating, Ventilation, and Air Conditioning (HVAC) systems are a major driver of energy consumption in commercial and residential buildings. Recent studies have shown that Deep Rein…
Prediction of wind turbines power with physics-informed neural networks and evidential uncertainty quantification
Alfonso Gijón, Ainhoa Pujana-Goitia, Eugenio Perea +2
The ever-growing use of wind energy makes necessary the optimization of turbine operations through pitch angle controllers and their maintenance with early fault detection. It is c…
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation
Julian Mack, Rossella Arcucci, Miguel Molina-Solana +1
We propose a new 'Bi-Reduced Space' approach to solving 3D Variational Data Assimilation using Convolutional Autoencoders. We prove that our approach has the same solution as previ…
Characterizing Political Fake News in Twitter by its Meta-Data
Julio Amador, Axel Oehmichen, Miguel Molina-Solana
This article presents a preliminary approach towards characterizing political fake news on Twitter through the analysis of their meta-data. In particular, we focus on more than 1.5…