Neural network approximation of coarse-scale surrogates in numerical homogenization

Fabian Kröpfl, Roland Maier, Daniel Peterseim

Coarse-scale surrogate models in the context of numerical homogenization of linear elliptic problems with arbitrary rough diffusion coefficients rely on the efficient solution of f…