For interface finite element problems, the penalty method converges only at half-order while Nitsche's method, derived as a simple correction, converges optimally.
The finite element method with penalty.Math
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Finite Element Methods for Elastic Contact: Penalty and Nitsche
For interface finite element problems, the penalty method converges only at half-order while Nitsche's method, derived as a simple correction, converges optimally.