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We discuss how the Scharfetter-Gummel scheme can be adapted to more complicated distribution functions(in particular to non-Boltzmann statistics).Our main goal is to discretely preserve important properties from the continuous system such as existence and uniqueness of the solution,consistency with the thermodynamical equilibrium and unconditional stability.