Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations.
Yehor YudinDavid CosterUdo von ToussaintFrank JenkoPublished in: CoRR (2023)
Keyphrases
- multiscale
- scale space
- uncertain data
- image processing
- natural images
- image representation
- cost effective
- coarse to fine
- computer science
- filter bank
- numerical simulations
- multiscale analysis
- scientific computing
- simulation environment
- artificial intelligence
- edge detection
- image segmentation
- computer vision
- incomplete information
- theoretical framework
- affine invariant
- belief functions
- thin film
- decision theory
- graphics processing units
- translation invariant