One-shot acceleration of transient PDE solvers via online-learned preconditioners

Mikhail Khodak, Min Ki Jung, Brian Wynne +2

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 differen…