Least-Squares Neural Network (LSNN) Method For Linear Advection-Reaction Equation: Non-constant Jumps.
Zhiqiang CaiJunpyo ChoiMin LiuPublished in: CoRR (2023)
Keyphrases
- least squares
- neural network
- detection method
- preprocessing
- mathematical model
- clustering method
- numerical methods
- high accuracy
- neural nets
- computational cost
- function approximators
- significant improvement
- artificial neural networks
- computational complexity
- objective function
- feed forward neural networks
- curve fitting
- algebraic equations
- linear least squares
- closed form
- fuzzy logic
- cost function
- pairwise
- feature space
- similarity measure