Finite Element Method-enhanced Neural Network for Forward and Inverse Problems.
Rishith Ellath MeethalBirgit ObstMohamed KhalilAditya GhantasalaAnoop KodakkalKai-Uwe BletzingerRoland WüchnerPublished in: CoRR (2022)
Keyphrases
- inverse problems
- finite element method
- neural network
- image reconstruction
- finite element
- global optimization
- numerical simulations
- convex optimization
- numerical solution
- partial differential equations
- numerical methods
- boundary conditions
- diffuse optical tomography
- early vision
- optimization methods
- optimization problems
- finite element model
- pattern recognition
- genetic algorithm
- theoretical analysis
- computationally expensive
- parameter space
- smoothness constraint
- pairwise
- image segmentation
- computer vision