original_query: What is the purpose of the penalty parameter in the discontinuous Galerkin methods?
query: What is the purpose of the penalty parameter in the interior penalty discontinuous Galerkin (IPDG) method?
answer: In the IPDG method, the penalty parameter is a positive constant that reduces the jumps in the discontinuous solution.  Increasing its value decreases these jumps.