Extreme learning machine collocation for the numerical solution of elliptic PDEs with sharp gradients

Francesco Calabrò, Gianluca Fabiani, Constantinos Siettos

We introduce a new numerical method based on machine learning to approximate the solution of elliptic partial differential equations with collocation using a set of sigmoidal funct…