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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Francesc Levrero Florencio

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Open access Dec 2025

Hybrid Iterative Solvers With Geometry‐Aware Neural Preconditioners for Parametric PDEs

The convergence behavior of classical iterative solvers for parametric partial differential equations (PDEs) is often highly sensitive to the domain and specific discretization of PDEs. Previously, we introduced hybrid solvers by combining the classical solvers with neural operators for a specific geometry, but they te...

Youngkyu Lee, Francesc Levrero Florencio, Jay Pathak et al. · 5 citations · ⚡1

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