Hamilton-Jacobi Equations and Distance Functions on Riemannian Manifolds
  The paper is concerned with the properties of the distance function from a closed subset of a Riemannian manifold, with particular attention to the set of singularities. 
Carlo Mantegazza and Andrea Carlo Mennucci