Score-fPINN: Fractional Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck-Levy Equations.
Zheyuan HuZhongqiang ZhangGeorge Em KarniadakisKenji KawaguchiPublished in: CoRR (2024)
Keyphrases
- neural network
- high dimensional
- computer science
- pattern recognition
- score function
- artificial intelligence
- higher order
- fuzzy logic
- scoring function
- sparse data
- training process
- mathematical model
- back propagation
- low dimensional
- dimensionality reduction
- principal component analysis
- data points
- artificial neural networks
- multiscale
- similarity measure
- machine learning