Deep Convolutional Ritz Method: Parametric PDE surrogates without labeled data.
Jan Niklas FuhgArnav KarmarkarTeeratorn KadeethumHongkyu YoonNikolaos BouklasPublished in: CoRR (2022)
Keyphrases
- labeled data
- unlabeled data
- supervised learning algorithms
- semi supervised learning
- learning algorithm
- supervised classifiers
- support vector machine
- model selection
- unsupervised learning
- labeling process
- semi supervised classification
- label information
- transfer learning
- text classification
- semi supervised
- knowledge discovery
- classification accuracy
- probabilistic model
- pairwise
- training data