  The Poisson equation on manifolds plays an fundamental role in many
applications. Recently, we proposed a novel numerical method called the Point
Integral method (PIM) to solve the Poisson equations on manifolds from point
clouds. In this paper, we prove the convergence of the point integral method
for solving the Poisson equation with the Dirichlet boundary condition.
