Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations.
Zheyuan HuZhongqiang ZhangGeorge Em KarniadakisKenji KawaguchiPublished in: CoRR (2024)
Keyphrases
- neural network
- high dimensional
- pattern recognition
- mathematical model
- low dimensional
- back propagation
- numerical solution
- genetic algorithm
- recurrent neural networks
- multilayer perceptron
- dimensionality reduction
- similarity search
- neural nets
- metric space
- parameter space
- fuzzy logic
- data mining
- feature space
- machine learning
- computer science
- nearest neighbor
- physical models
- high dimensional problems
- linear equations
- fuzzy systems
- neural network model
- high dimensionality
- high dimensional data
- principal component analysis
- feed forward
- image processing
- search engine
- artificial intelligence
- differential equations
- variable selection
- fault diagnosis
- sparse data
- data points
- data sets