Rethinking the Importance of Sampling in Physics-informed Neural Networks.
Arka DawJie BuSifan WangParis PerdikarisAnuj KarpatnePublished in: CoRR (2022)
Keyphrases
- neural network
- pattern recognition
- relative importance
- genetic algorithm
- back propagation
- artificial intelligence
- artificial neural networks
- fuzzy logic
- computer science
- monte carlo
- neural network model
- multilayer perceptron
- random sampling
- neural nets
- multi layer
- fuzzy systems
- sampling methods
- sampling strategies
- fuzzy neural network
- feed forward
- parameter space
- sufficient conditions
- support vector