Physics-informed neural network method for solving one-dimensional advection equation using PyTorch.
Shashank Reddy VadyalaSai Nethra BetgeriNaga Parameshwari BetgeriPublished in: Array (2022)
Keyphrases
- neural network
- cost function
- significant improvement
- high accuracy
- algebraic equations
- high precision
- mathematical model
- synthetic data
- detection method
- probabilistic model
- computational cost
- support vector machine
- objective function
- similarity measure
- feature set
- experimental evaluation
- pairwise
- classification method
- bp neural network
- training process
- nonlinear equations