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Xinliang Liu

1 paper indexed

arxivmath.NAcs.AImath-ph2026-06-29

McMg: A Learned Phase-Space Multi-channel Multigrid Preconditioner for Helmholtz Equation

Jiwei Jia, Xinliang Liu, Juntao Wang, Jinchao Xu

Solving heterogeneous Helmholtz equations at high wavenumbers remains challenging because the discretized operator is indefinite, pollution degrades phase accuracy, and scalar coarse-grid correction can discard the local phase and propagation-direction information carried by osci…

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