Error analysis for physics informed neural networks (PINNs) approximating Kolmogorov PDEs.
Tim De RyckSiddhartha MishraPublished in: CoRR (2021)
Keyphrases
- error analysis
- neural network
- partial differential equations
- least squares
- error correction
- pattern recognition
- cross ratio
- computer science
- artificial neural networks
- genetic algorithm
- fault diagnosis
- artificial intelligence
- feed forward
- multi layer
- level set
- back propagation
- self organizing maps
- neural network model
- fuzzy logic
- anisotropic diffusion
- multilayer perceptron
- neural nets
- image denoising
- training process
- recurrent neural networks
- comparative evaluation
- numerical solution
- motion estimation