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Author

Weiwei Zhang

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Oct 2024

PINN-MG: a multigrid-inspired hybrid framework combining the iterative method and physics-informed neural networks

The PMG framework is proposed as a data-free hybrid solver that does not rely on any pretraining and provides a unified mechanism to tightly couple the NN methods with classical iterative solvers, achieving an organic and iterative integration of the two paradigms.

Dai-Wei Dong, W. Suo, J. Kou et al. · 3 citations

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