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A Neural-preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions

Lan, Kai Weixian et al.
arXiv (All) · Papers
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fluid-dynamicsgraphicsmachine-learningnumerical-analysis
We introduce a neural-preconditioned iterative solver for Poisson equations with mixed boundary conditions. Typical Poisson discretizations yield large, ill-conditioned linear systems. Iterative solvers can be effective for these problems, but only when equipped with powerful preconditioners. Unfort
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