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20182025
most citedAn AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes

53 citations · 58 across the 4 of their papers we have counts for

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Showing 2025 · cs.LGShow all

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cs.LG2025

Online learning to accelerate nonlinear PDE solvers: applied to multiphase porous media flow

Vinicius L S Silva, Pablo Salinas, Claire E Heaney +2

We propose a novel type of nonlinear solver acceleration for systems of nonlinear partial differential equations (PDEs) that is based on online/adaptive learning. It is applied in…