Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue.
Arinan DouradoFelipe Antonio Chegury VianaPublished in: J. Comput. Inf. Sci. Eng. (2020)
Keyphrases
- neural network
- artificial intelligence
- physical models
- qualitative physics
- neural network model
- pattern recognition
- computer science
- fuzzy logic
- parameter estimation
- learning rules
- statistical models
- model selection
- monte carlo simulation
- multi layer
- complex systems
- connectionist models
- neural nets
- test bed
- experimental data
- back propagation
- sufficient conditions
- probabilistic model
- genetic algorithm
- machine learning