DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks.
Shengze CaiZhicheng WangLu LuTamer A. ZakiGeorge Em KarniadakisPublished in: J. Comput. Phys. (2021)
Keyphrases
- neural network
- pattern recognition
- computer vision
- artificial neural networks
- error bounds
- upper approximation
- radial basis function
- image processing
- queueing networks
- back propagation
- neural network model
- self organizing maps
- approximation error
- efficient computation
- activation function
- approximation algorithms
- closed form
- fuzzy logic
- sufficient conditions
- reinforcement learning
- artificial intelligence
- continuous functions
- learning algorithm