Investigating and Mitigating Failure Modes in Physics-informed Neural Networks (PINNs).
Shamsulhaq BasirPublished in: CoRR (2022)
Keyphrases
- failure modes
- neural network
- computer science
- pattern recognition
- fault tree
- artificial neural networks
- fuzzy logic
- genetic algorithm
- artificial intelligence
- nearest neighbor
- neural network model
- three dimensional
- self organizing maps
- fuzzy systems
- back propagation
- feed forward
- feedforward neural networks
- real time
- adaptive resonance theory
- auto associative
- global exponential stability
- competitive learning
- multi layer
- fault diagnosis