Update notebooks with new stopping criteria

[f0uriest]

Updates all the notebooks with new stopping criteria and new example equilibria (and misc other changes since they were last ran forever ago). No significant changes, just some small numerical differences in a few places.

• coil optimization tutorial will be redone in Utility functions for initializing coils for stage 2 optimization #1361

Resolves #1423
Resolves #1468

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YigitElma commented on 2024-12-14T04:12:56Z
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Line #81.        maxiter=10,  # increase maxiter to 50 for a better result

I guess these changes make the execution of the cell over the threshold 2000 seconds for CI. If it doesn't change the result too much, we can keep it at low maxiter and keep the comment.

[YigitElma]

For CI's sake, we might need to reduce the maxiter for ballooning notebook.

[YigitElma]

I am note sure if it is caused a difference but, since we are at, should we rerun them after #1363 ? Let me know, I can run them again!