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Yi-Lang Ding

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Preprint Oct 2026

Online Autotuning of Algebraic Multigrid via Contextual Bandits and Reinforcement Learning

Algebraic multigrid (AMG) methods are widely used for solving large sparse linear systems, but their efficiency depends strongly on interacting setup and solve parameters. Effective parameter choices typically depend on the problem. We develop a phase-aware online autotuning method for hypre's BoomerAMG to reduce cumul...

Xu-Dong He, Rui-Yu Wang, Yi-Lang Ding et al. · 0 citations

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