Neural-network Green's function for elliptic problems with a variable coefficient and its application in the method of discrete singularities

A neural-network method is proposed for constructing the Green's function of a two-dimensional elliptic operator in divergence form with a variable coefficient. The neural-network Green's function is used as the kernel of integral equations in the method of discrete singularities.