Deep transfer learning for partial differential equations under conditional shift with DeepONet.
Somdatta GoswamiKatiana KontolatiMichael D. ShieldsGeorge Em KarniadakisPublished in: CoRR (2022)
Keyphrases
- transfer learning
- partial differential equations
- learning tasks
- image denoising
- anisotropic diffusion
- level set
- knowledge transfer
- reinforcement learning
- numerical solution
- image processing
- image enhancement
- labeled data
- active learning
- machine learning
- cross domain
- collaborative filtering
- transfer knowledge
- multiscale
- domain adaptation
- semi supervised learning
- machine learning algorithms
- numerical algorithms
- text categorization
- target domain
- numerical methods
- multi task
- high order
- text classification
- learning algorithm
- neural network
- transferring knowledge
- text mining
- semi supervised
- data mining