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Fix #4308: Extract and enforce variable bounds in NonlinearProblem and NonlinearLeastSquaresProblem#4463

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utkuyilmaz1903 wants to merge 1 commit intoSciML:masterfrom
utkuyilmaz1903:feature/issue-4308-nonlinear-bounds
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Fix #4308: Extract and enforce variable bounds in NonlinearProblem and NonlinearLeastSquaresProblem#4463
utkuyilmaz1903 wants to merge 1 commit intoSciML:masterfrom
utkuyilmaz1903:feature/issue-4308-nonlinear-bounds

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Resolves #4308.

This PR extracts bounds metadata from MTK variables and passes them as lb and ub kwargs to help the solver process when generating NonlinearProblem and NonlinearLeastSquaresProblem.

Checklist

  • Appropriate tests were added
  • Any code changes were done in a way that does not break public API
  • All documentation related to code changes were updated
  • The new code follows the contributor guidelines.
  • Any new documentation only uses public API

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Add bounds generation to NonlinearProblems

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