Applications - Weather forecasting

Members

Description

Aplicación de modelos de clasificación para predecir el viento.

Publications

• Autoencoder-based model for improving reconstruction of heat waves using the analogue method
• Autoencoder-based flow-analogue probabilistic reconstruction of heat waves from pressure fields
• Long-term temperature prediction with hybrid autoencoder algorithms
• One month in advance prediction of air temperature from Reanalysis data with Explainable Artificial Intelligence techniques
• Machine learning regression and classification methods for fog events prediction