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Simpinns: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems.
Sidney Besnard
Frédéric Jurie
Jalal Fadili
Published in:
WHISPERS (2023)
Keyphrases
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inverse problems
neural network
image reconstruction
global optimization
convex optimization
pattern recognition
emission tomography
genetic algorithm
optimization problems
optimization methods
partial differential equations
early vision
computationally expensive