Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators.
Marieke WesselkampMatthew ChantryEwan PinningtonMargarita ChoulgaSouhail BoussettaMaria KalweitJoschka BoedeckerCarsten F. DormannFlorian PappenbergerGianpaolo BalsamoPublished in: CoRR (2024)
Keyphrases
- feed forward
- neural network model
- artificial neural networks
- neural network
- recurrent neural networks
- gradient boosting
- back propagation
- forecasting accuracy
- neural nets
- network architecture
- multilayer perceptron
- bp neural network
- visual cortex
- loss function
- hidden layer
- biologically plausible
- artificial intelligence