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NDSolve and PDE with a few singularities

NDSolve crashes because there are a few points on the boundary where the PDE is not defined. I only care about the solution in the interior (where it is smooth) and not on the boundary. My boundary values are all continuous, but not differentiable at those few points. Any thoughts on how to get through this problem?

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