A multilevel Monte Carlo method for high-dimensional uncertainty quantification of low-frequency electromagnetic devices.
Armin GaletzkaZeger BontinckUlrich RömerSebastian SchöpsPublished in: CoRR (2018)
Keyphrases
- low frequency
- high frequency
- monte carlo method
- high dimensional
- markov chain
- monte carlo
- wavelet transform
- genetic algorithm
- bayesian learning
- high resolution
- frequency domain
- posterior distribution
- subband
- low dimensional
- wavelet coefficients
- frequency band
- multiscale
- maximum likelihood estimation
- conditional probabilities
- learning machines
- mathematical models
- feature selection
- state space
- feature space
- neural network