Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification.
Rohit TripathyIlias BilionisPublished in: J. Comput. Phys. (2018)
Keyphrases
- neural network
- high dimensional
- learning process
- learning algorithm
- learning systems
- neural nets
- deep architectures
- deep learning
- machine learning
- pattern recognition
- reinforcement learning
- artificial neural networks
- online learning
- learning tasks
- cascade correlation
- data sets
- learning problems
- mobile learning
- supervised learning
- nearest neighbor
- active learning