Understanding and Mitigating Extrapolation Failures in Physics-Informed Neural Networks.
Lukas FesserRichard QiuLuca D'Amico-WongPublished in: CoRR (2023)
Keyphrases
- neural network
- artificial intelligence
- deeper understanding
- failure detection
- failure rate
- network architecture
- fuzzy systems
- multilayer perceptron
- feed forward
- self organizing maps
- fuzzy logic
- artificial neural networks
- computer science
- pattern recognition
- database systems
- computer vision
- back propagation
- fault diagnosis
- neural network model
- recurrent neural networks
- risk management
- human beings
- information systems
- real time