PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology.
Riccardo TenderiniStefano PaganiAlfio QuarteroniSimone DeparisPublished in: SIAM J. Sci. Comput. (2022)
Keyphrases
- deep learning
- inverse problems
- partial differential equations
- global optimization
- image reconstruction
- level set
- unsupervised learning
- image denoising
- convex optimization
- image processing
- image enhancement
- machine learning
- multiscale
- optimization problems
- mental models
- weakly supervised
- natural images
- high order
- high dimensional
- optimization methods
- early vision
- computationally expensive
- evolutionary algorithm