Physics-Informed Neural Network Method for Solving One-Dimensional Advection Equation Using PyTorch.
Shashank Reddy VadyalaSai Nethra BetgeriPublished in: CoRR (2021)
Keyphrases
- neural network
- mathematical model
- algebraic equations
- experimental evaluation
- detection method
- synthetic data
- significant improvement
- computational cost
- multi dimensional
- high precision
- objective function
- network model
- prediction model
- high accuracy
- clustering method
- optimization algorithm
- combinatorial optimization
- neural network model
- pairwise
- preprocessing