Model Development

Proposed Model - Architecture Search

How many CNN layers?

What configurations work well?

How to parameterise the LSTM?

• Depth First Search for CNN Layers.
• Explore Configurations on Effect of CNN Model Performance.
• Use candidates in CNN-LSTM grid search.

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Deep Dive: Chapter 3.

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Downscaling Global Climate Models with Convolutional and Long-Short-Term Memory Networks for Solar Energy Applications by C.P. Davey is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.