arXiv stat.ML
· Papers
One-shot acceleration of transient PDE solvers via online-learned preconditioners
arXiv:2509.08765v4 Announce Type: replace-cross Abstract: Data-driven acceleration of scientific computing workflows has been a high-profile aim of machine learning (ML) for science, with numerical simulation of transient partial differential equations (PDEs) being one of the main applications. The focus thus far has b