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I can find constants of motion by looking at the null space of the Poisson Bracket operator $ \{H, \cdot\} $ over a polynomial space by brute force with symbolic algebra (code).

This scales terribly with the additional caveat that I don't know if the solution set is complete.

How do I efficiently find the full set of constants or at least verify completeness of the set I get?

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