Request for the 2D "Inverse flow control problem" from the reference paper

Hello, thank you for this great open sourced lbm code, I noticed that in the reference paper(s), there is a demo showcasing differentiable flow control.
Would it be possible for the developers to share the relevant files or scripts for this specific demo?

It would be very helpful for understanding the capability and how to apply it to a different problem.