Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks.
Suryanarayana MadduDominik SturmChristian L. MüllerIvo F. SbalzariniPublished in: CoRR (2021)
Keyphrases
- neural network
- training process
- training algorithm
- feed forward neural networks
- pattern recognition
- feedforward neural networks
- multi layer perceptron
- back propagation
- error back propagation
- backpropagation algorithm
- artificial neural networks
- neural network model
- machine learning
- multilayer neural network
- training phase
- fuzzy systems
- test set
- training set
- feed forward
- genetic algorithm
- artificial intelligence
- neural network training
- training patterns
- fuzzy logic
- activation function
- fuzzy neural network
- mixture model
- training examples
- multi layer
- online learning
- supervised learning
- boundary conditions
- radial basis function network
- support vector
- neural nets
- multilayer perceptron
- cost effective