Use of multifidelity training data and transfer learning for efficient construction of subsurface flow surrogate models.
Su JiangLouis J. DurlofskyPublished in: J. Comput. Phys. (2023)
Keyphrases
- transfer learning
- training data
- labeled data
- knowledge transfer
- domain adaptation
- target domain
- cross domain
- learning tasks
- unlabeled data
- learning algorithm
- training and test data
- active learning
- collaborative filtering
- semi supervised learning
- source domain
- machine learning
- text categorization
- labeled training data
- class labels
- multi task learning
- transfer knowledge
- decision trees
- sample selection bias
- databases
- multi task
- machine learning algorithms
- face images
- training set
- reinforcement learning
- information retrieval