Nonlocal Physics-Informed Neural Networks - A Unified Theoretical and Computational Framework for Nonlocal Models.
Marta D'EliaGeorge E. KarniadakisGuofei PangMichael L. ParksPublished in: AAAI Spring Symposium: MLPS (2020)
Keyphrases
- neural network
- probabilistic model
- modeling framework
- bayesian framework
- pattern recognition
- artificial neural networks
- main contribution
- variational framework
- mathematical framework
- denoising
- generic model
- theoretical framework
- statistical models
- image denoising
- neural network model
- prior model
- training process
- statistical model
- multi layer
- computational models
- process model
- computational model
- image restoration
- graphical models
- reinforcement learning
- bayesian networks