Deep Neural Network Surrogates for Nonsmooth Quantities of Interest in Shape Uncertainty Quantification.
Laura ScarabosioPublished in: SIAM/ASA J. Uncertain. Quantification (2022)
Keyphrases
- neural network
- artificial neural networks
- back propagation
- neural network is trained
- uncertain data
- fault diagnosis
- multilayer perceptron
- shape model
- bp neural network
- shape recognition
- shape features
- shape descriptors
- shape analysis
- hidden layer
- training algorithm
- belief functions
- shape retrieval
- convergence analysis
- imprecise data
- decision making