How to perform practical identifiability in Julia?

Is there a way to perform practical identifiability in Julia? I have a systems biology problem with limited data and want to determine which parameters are practically identifiable.

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Thanks! I will look it up. Regarding StructuralIdentifiability.jl I get the following error:

LoadError: MethodError: no method matching (::Nemo.QQMPolyRing)(::Float64)

probably because I have some non-rational polynomial functions. Is there a way to work around it?

That’s pretty fundamental to the method. It works via differentiable algebras and thus only supports rational functions. It would be good to throw a better error on that.