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Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers

ICLR 2023(2023)

Cited 8|Views43
Key words
physics-informed machine learning,pinns,scientific machine learning,neural ODEs,neural operators,machine learning,neural networks,Matryoshka,multiphysics,multiscale,parametrizations,closure,subgrid,superstructures,partial differential equations,PDEs,differential equations,numerical solvers,physics,hpc,surrogate,reduced order modeling,model reduction,uncertainty quantification,climate,fluid dynamics,physics,computational physics
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