Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media.
Salah A FaroughiPingki DattaSeyed Kourosh MahjourShirko FaroughiPublished in: CoRR (2022)
Keyphrases
- activation function
- neural network
- porous media
- back propagation
- feed forward neural networks
- artificial neural networks
- feed forward
- hidden layer
- neural nets
- multilayer perceptron
- neural architecture
- learning rate
- connection weights
- network architecture
- radial basis function
- hidden nodes
- neural network model
- fluid flow
- fuzzy neural network
- multi layer perceptron
- basis functions
- artificial intelligence
- pattern recognition
- recurrent neural networks
- autoregressive
- training data