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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:
CoRR (2023)
Keyphrases
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inverse problems
neural network
image reconstruction
global optimization
differential equations
pattern recognition
genetic algorithm
high quality
reinforcement learning
vector field
partial differential equations