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Finite element methods are known to produce spurious oscillations when the transport equation is solved. In this paper, a variational formulation for the transport equation is proposed, and by introducing extremal values constraints combined with a penalization of the total variation of the solution, the spurious oscillations are cancelled for a first order Lagrange finite element method.
