Characterizing possible failure modes in physics-informed neural networks.
Aditi S. KrishnapriyanAmir GholamiShandian ZheRobert M. KirbyMichael W. MahoneyPublished in: NeurIPS (2021)
Keyphrases
- failure modes
- neural network
- artificial neural networks
- back propagation
- computer science
- fault tree
- self organizing maps
- pattern recognition
- artificial intelligence
- training data
- neural network model
- multilayer perceptron
- fuzzy logic
- feed forward
- neural nets
- neuro fuzzy systems
- competitive learning
- database
- connectionist systems
- data mining
- auto associative
- learning classifier systems
- fuzzy systems
- multi layer
- machine learning
- information systems
- clustering algorithm
- decision trees