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This seems to be a greater problem to do with the differentiability of the environment. Will not prioritize this at the moment, but it seems like the with this new change, differentiability is not supported
The use of the "firedrake_adjoint" module is deprecated in favor of firedrake.adjoint causing breaking changes for our environments ala:
firedrakeproject/firedrake@ddc60a1
Will be fixed in sa/bug-fix-Oct23 branch.
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