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Thread Safe, Recursive Subroutines and Speed Issue

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I'm working on making our subroutines used by a commercial FE software thread safe. To do so, I have turned all the subroutines to recursive subroutines, and that has led to significant slow down of the code. I wonder if this is expected, and if so, if there is any remedy to it. 

Thanks,

Alireza


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