Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls.
Jungang ChenEduardo GildinJohn E. KilloughPublished in: CoRR (2023)
Keyphrases
- transfer learning
- porous media
- convolutional neural network
- fluid flow
- face detection
- knowledge transfer
- learning tasks
- cross domain
- labeled data
- active learning
- reinforcement learning
- semi supervised learning
- machine learning
- collaborative filtering
- neural network
- transfer knowledge
- text categorization
- machine learning algorithms
- transferring knowledge
- text classification
- learning algorithm
- multi task
- artificial intelligence
- text mining
- domain adaptation
- manifold alignment
- object detection
- target domain
- flow field
- unsupervised learning