Auflistung nach Mitwirkenden "Pritchard, Michael"
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Non‐Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models
Behrens, Gunnar; Beucler, Tom; Gentine, Pierre; Iglesias‐Suarez, Fernando; Pritchard, Michael; Eyring, Veronika (Journal of Advances in Modeling Earth Systems, 2022-08-13)Deep learning can accurately represent sub‐grid‐scale convective processes in climate models, learning from high resolution simulations. However, deep learning methods usually lack interpretability due to large internal ...