Respecting causality is all you need for training physics-informed neural networks.
Sifan WangShyam SankaranParis PerdikarisPublished in: CoRR (2022)
Keyphrases
- neural network
- training process
- training algorithm
- feed forward neural networks
- multi layer perceptron
- feedforward neural networks
- artificial neural networks
- back propagation
- feed forward
- radial basis function network
- backpropagation algorithm
- pattern recognition
- fuzzy logic
- training patterns
- error back propagation
- training set
- training examples
- real time
- training phase
- fuzzy systems
- neural network training
- multilayer neural network
- network architecture
- self organizing maps
- computer science
- training data
- genetic algorithm
- data sets
- recurrent neural networks
- recurrent networks