Search Results for author: Kevin Trebing

Found 2 papers, 2 papers with code

SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture

1 code implementation8 Jul 2020 Kevin Trebing, Tomasz Stanczyk, Siamak Mehrkanoon

Weather forecasting is dominated by numerical weather prediction that tries to model accurately the physical properties of the atmosphere.

Weather Forecasting

Wind speed prediction using multidimensional convolutional neural networks

1 code implementation4 Jul 2020 Kevin Trebing, Siamak Mehrkanoon

In particular, we show that compared to classical CNN-based models, the proposed model is able to better characterise the spatio-temporal evolution of the wind data by learning the underlying complex input-output relationships from multiple dimensions (views) of the input data.

Management

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