  In this paper, we prove sharp gradient estimates for positive solutions to
the weighted heat equation on smooth metric measure spaces with compact
boundary. As an application, we prove Liouville theorems for ancient solutions
satisfying the Dirichlet boundary condition and some sharp growth restriction
near infinity. Our results can be regarded as a refinement of recent results
due to Kunikawa and Sakurai.
