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Momentum-Accelerated Richardson(m) and Their Multilevel Neural Solvers

math.NA · 2024-12-11 · conditional · novelty 4.0

Neural networks predict the weights of momentum-accelerated long-step Richardson iterations, reducing iteration counts on anisotropic diffusion and Helmholtz problems versus Chebyshev-based iterations in numerical experiments.

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  • Momentum-Accelerated Richardson(m) and Their Multilevel Neural Solvers math.NA · 2024-12-11 · conditional · none · ref 5

    Neural networks predict the weights of momentum-accelerated long-step Richardson iterations, reducing iteration counts on anisotropic diffusion and Helmholtz problems versus Chebyshev-based iterations in numerical experiments.