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Current Solenoid Alignment Example doesn't respect Constraint in the final evaluation #14

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@cr-xu

The get_bax_mean_prediction() and the solenoid alignment example notebook doesn't take VOCS constraint into consideration.

So if a constraint is provided, it will be used during the X.step from the acquisition function, but not the final evaluation with mean optimizer, which can lead to unexpected result.

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