Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models.
Su JiangLouis J. DurlofskyPublished in: CoRR (2022)
Keyphrases
- transfer learning
- labeled data
- training data
- domain adaptation
- target domain
- knowledge transfer
- unlabeled data
- learning tasks
- semi supervised learning
- supervised learning
- learning algorithm
- active learning
- semi supervised
- text categorization
- source domain
- data sets
- multi task learning
- manifold alignment
- reinforcement learning
- training and test data
- cross domain
- machine learning
- text classification
- transfer knowledge
- machine learning algorithms
- test set
- prior knowledge
- training set
- object recognition
- label information
- transferring knowledge
- labeled training data
- training examples
- multi task
- test data
- class labels
- unsupervised learning
- natural language processing
- support vector machine
- data mining