Why can JNI libraries compiled using OpenMP only be called on Java's “main” thread?

I have a strong suspicion that I can explain your problem based on my limited experience programming OpenMP. Since no one else has checked in, here goes.

OpenMP is not supported with Java officially afaik. The thread-execution model is being explored by several institutions and one such exploration is JOMP (Java for OpenMP).

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