Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks.
Xianliang XuZhongyi HuangPublished in: CoRR (2024)
Keyphrases
- neural network
- detection method
- high accuracy
- classification method
- clustering method
- data analysis
- fuzzy neural network
- theoretical analysis
- significant improvement
- preprocessing
- genetic algorithm
- segmentation method
- synthetic data
- computational complexity
- feature set
- experimental evaluation
- model selection
- statistical analysis
- multiresolution
- computational cost
- similarity measure
- dynamic programming
- artificial intelligence
- high precision
- neural network model
- prior knowledge