CUQIpy - Part II: computational uncertainty quantification for PDE-based inverse problems in Python.
Amal M. A AlghamdiNicolai André Brogaard RiisBabak Maboudi AfkhamFelipe UribeSilja L. ChristensenPer Christian HansenJakob Sauer JørgensenPublished in: CoRR (2023)
Keyphrases
- inverse problems
- partial differential equations
- image reconstruction
- global optimization
- convex optimization
- optimization methods
- image processing
- emission tomography
- optimization problems
- super resolution
- parameter space
- evolutionary algorithm
- image restoration
- level set
- multi objective
- high dimensional
- anisotropic diffusion
- object recognition
- neural network