Physics-informed Neural Networks for Solving Inverse Problems of Nonlinear Biot's Equations: Batch Training.
Teeratorn KadeethumThomas M. JørgensenHamidreza M. NickPublished in: CoRR (2020)
Keyphrases
- inverse problems
- nonlinear equations
- neural network
- image reconstruction
- training process
- convex optimization
- global optimization
- optimization problems
- optimization methods
- pattern recognition
- artificial neural networks
- early vision
- genetic algorithm
- computationally expensive
- back propagation
- computationally efficient
- linear systems
- smoothness constraint
- multiresolution
- image processing
- evolutionary algorithm