Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions.
Masanobu HorieNaoto MitsumePublished in: NeurIPS (2022)
Keyphrases
- boundary conditions
- neural network
- reaction diffusion
- network architecture
- boundary value problem
- pattern recognition
- shape from shading
- partial differential equations
- diffusion equation
- poisson equation
- finite element model
- back propagation
- sufficient conditions
- neural fuzzy
- neural network model
- associative memory
- finite element method
- neural model
- connectionist models
- neural learning
- fuzzy logic
- artificial neural networks
- computer science
- fuzzy systems
- multi layer perceptron
- deformation field
- weighted graph
- blood flow
- variational inequalities
- learning rules
- recurrent neural networks
- level set
- neural computation
- navier stokes equations
- scale spaces
- anisotropic diffusion
- image denoising
- optical flow
- multiscale
- computer vision