Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders.
Mayank DeshpandeSiddharth AgarwalArya Kumar BhattacharyaPublished in: SSCI (2022)
Keyphrases
- neural network
- weight update
- pattern recognition
- back propagation
- computer science
- convergence rate
- neural network model
- fuzzy logic
- artificial neural networks
- genetic algorithm
- feed forward
- spectral analysis
- fuzzy systems
- multilayer perceptron
- spectral images
- multi layer
- recurrent neural networks
- digital forensics
- activation function
- convergence speed
- neural nets
- machine learning
- lyapunov theory
- spectral features
- quantum mechanics
- knuth bendix
- feedforward neural networks
- self organizing maps
- multiscale
- image processing
- artificial intelligence
- data mining