Deep-learning PDEs with unlabeled data and hardwiring physics laws.
S. Mohammad H. HashemiDemetri PsaltisPublished in: CoRR (2019)
Keyphrases
- deep learning
- unlabeled data
- semi supervised learning
- unsupervised learning
- labeled data
- semi supervised
- supervised learning
- active learning
- machine learning
- training data
- weakly supervised
- data points
- learning algorithm
- text classification
- training set
- class labels
- training examples
- level set
- mental models
- pattern recognition
- transfer learning
- prior knowledge
- image processing
- computer vision
- text mining
- knn
- multi view
- object recognition