Carlos Valle

Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory

Erick López, Carlos Valle, Héctor Allende et al. · Energies · 2018 · 112 citations · Full text

Echo State Networks, Lstm+esn Architecture, Data Science +15

Multi-agent deep reinforcement learning for efficient multi-timescale bidding of a hybrid power plant in day-ahead and real-time markets

Tomás Ochoa, Esteban Gil, Alejandro Angulo et al. · Applied Energy · 2022 · 44 citations

Power Market, Engineering, Deep Reinforcement Learning +10

Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm

Franklin Johnson, Alvaro Valderrama, Carlos Valle et al. · IEEE Access · 2020 · 43 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +21

Wave-by-wave nearshore wave breaking identification using U-Net

Francisco J. Sáez, Patricio A. Catalán, Carlos Valle · Coastal Engineering · 2021 · 37 citations · Full text

Convolutional Neural Network, Machine Vision, Image Analysis +14

A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting

Ignacio Araya, Carlos Valle, Héctor Allende · Pattern Recognition Letters · 2019 · 28 citations

Speed Forecasting, Meteorology, Numerical Weather Prediction +12