Multi-Output Variational Gaussian Process for Daily Forecasting of Hydrological Resources

Water resource forecasting plays a crucial role in managing hydrological reservoirs, supporting operational decisions ranging from the economy to energy. In recent years, machine learning-based models, including sequential models such as Long Short-Term Memory (LSTM) networks, have been widely emplo...

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Bibliographic Details
Main Authors: Julián David Pastrana-Cortés, David Augusto Cardenas-Peña, Mauricio Holguín-Londoño, Germán Castellanos-Dominguez, Álvaro Angel Orozco-Gutiérrez
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/39/1/83