Proposed Model - Candidate CNN-LSTM grid search.

  • Use set of candidate CNN architectures.
  • Use configurations resulting from comparisons.
  • Search LSTM units 12, 32, 64, 128
  • Vary Learning Rate, Momentum, Loss Function.

Creative Commons License
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.