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HomPINNs: Homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions.
Haoyang Zheng
Yao Huang
Ziyang Huang
Wenrui Hao
Guang Lin
Published in:
J. Comput. Phys. (2024)
Keyphrases
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inverse problems
neural network
image reconstruction
convex optimization
global optimization
pattern recognition
objective function
genetic algorithm
computer vision
image processing
image segmentation
optimal solution
search space
optimization problems
computationally expensive