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Born-Preconditioned Learning for Iterative Neural PDE Solvers

Wang, Juntao et al.
arXiv (All) · Papers
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68t07-secondarynumerical-analysis
Simulating high-frequency waves in spatially varying media remains challenging for both classical iterative methods and neural PDE solvers. We propose Neural Preconditioned Born Series (NPBS), a framework for learning iterative neural PDE solvers. Our guiding idea is to use a simple reference precon
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