Research Design

Modelling

Proposed model: CNN-LSTM network
Composed of sub-modules.
- Convolutional, Long-short-term memory and Dense units.
Baseline models: GLM, Elastic-net and Random Forest

Deep Dive: Chapter 3.

Sub-modules of CNN-LSTM architecture

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.