Numerical Approximations of the Allen-Cahn-Ohta-Kawasaki (ACOK) Equation with Modified Physics Informed Neural Networks (PINNs).
Jingjing XuJia ZhaoYanxiang ZhaoPublished in: CoRR (2022)
Keyphrases
- neural network
- numerical methods
- finite difference
- artificial intelligence
- differential equations
- artificial neural networks
- pattern recognition
- numerical solution
- fuzzy logic
- back propagation
- neural network model
- machine learning
- numerical analysis
- training process
- multi layer
- partial differential equations
- computer science
- genetic algorithm
- qualitative and quantitative
- temporal reasoning
- endpoints
- closed form
- difference equations
- feed forward
- multilayer perceptron
- sensitivity analysis
- fuzzy systems
- fault diagnosis
- multiscale