SciML UDE tutorial code breaks in Julia 1.10

[carlosmaria]

Describe the bug 🐞

I'm encountering a bug in the UDE tutorial code located at https://docs.sciml.ai/Overview/stable/showcase/missing_physics/ when using Julia 1.10. The tutorial works fine up to version 1.9.

Expected behavior

The tutorial works fine up to version 1.9.

Steps to reproduce:

The error occurs running your tutorial code at https://docs.sciml.ai/Overview/stable/showcase/missing_physics/

• Follow the UDE tutorial code at the provided link.
• Use Julia 1.10.
• The error will occur at the line res1 = Optimization.solve(optprob, ADAM(), callback = callback, maxiters = 5000).
• It produces a MethodError at Optimization.OptimizationState.

Additional context

The code works fine up to version 1.9 in Windows 10.

Thank you for your attention to this matter.

[carlosmaria]

I'm pleased to report that the bug appears to be fixed after updating OptimizationOptimisers from v0.2.0 to the new v0.2.1.