A high resolution Physics-informed neural networks for high-dimensional convection-diffusion-reaction equations.
Jiangong PanXufeng XiaoLei GuoXinlong FengPublished in: Appl. Soft Comput. (2023)
Keyphrases
- neural network
- high dimensional
- high resolution
- diffusion processes
- reaction diffusion
- diffusion equation
- low resolution
- diffusion process
- super resolution
- anisotropic diffusion
- dimensionality reduction
- finite difference
- nearest neighbor
- pattern recognition
- partial differential equations
- image processing
- similarity search
- high frequency
- mathematical model
- low dimensional
- fuzzy logic
- artificial neural networks
- high quality
- gene expression data
- back propagation
- high resolution images
- diffusion model
- variable selection
- high dimensionality
- recurrent neural networks
- boundary conditions
- numerical solution
- linear equations
- navier stokes equations
- genetic algorithm
- artificial intelligence
- feature space
- parameter space
- remote sensing
- information diffusion
- computer science
- nonlinear diffusion
- scale space
- high dimensional data
- multilayer perceptron
- magnetic resonance images
- neural nets
- differential equations
- cellular automata
- image enhancement
- denoising
- motion estimation
- neural network model
- discrete data
- numerical scheme
- satellite images
- field of view