Thanks Tim, I think I have been able to make the CoordInterpGrid object 
work in my code for three dimensions, just need to scale it up to the full 
problem now and see how it fares speedwise.
And thanks Peter for suggesting an alternative, I'll definitely check that 
out as well!

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