Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations.
Yehor YudinDavid CosterUdo von ToussaintFrank JenkoPublished in: ICCS (4) (2023)
Keyphrases
- multiscale
- scale space
- high density
- computer science
- wavelet transform
- affine invariant
- uncertain data
- artificial intelligence
- image processing
- multiscale analysis
- coarse to fine
- multiscale representation
- high energy
- scientific computing
- simulation model
- image representation
- natural images
- edge detection
- multiresolution
- incomplete information
- numerical simulations
- wavelet coefficients
- simulation environment
- possibility theory
- uncertain information
- high reliability
- quantum mechanics
- bayesian networks
- data sets