Homogenization of differential operators addresses the mathematical challenge of modelling processes in media with intricate microstructures. Operators characterised by rapidly oscillating ...
We consider theoretical and computational issues related to operator regression and how to design deep neural networks (DNNs) that could represent accurately linear and nonlinear operators, mapping ...