MultiAuto-DeepONet: A Multi-resolution Autoencoder DeepONet for Nonlinear Dimension Reduction, Uncertainty Quantification and Operator Learning of Forward and Inverse Stochastic Problems.
Jiahao ZhangShiqi ZhangGuang LinPublished in: CoRR (2022)
Keyphrases
- multiresolution
- learning algorithm
- reinforcement learning
- learning process
- uncertain data
- solving problems
- learning tasks
- neural network
- learning systems
- decision problems
- stochastic nature
- data sets
- feedforward neural networks
- optimization problems
- supervised learning
- evolutionary algorithm
- computer vision
- machine learning