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Docs: Add tutorial for finite differences on non-uniform grids#534

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Docs: Add tutorial for finite differences on non-uniform grids#534
utkuyilmaz1903 wants to merge 2 commits into
SciML:masterfrom
utkuyilmaz1903:docs-nonuniform-grid

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This PR adds a short tutorial explaining finite difference discretization on non-uniform grids to the documentation.

The tutorial compares uniform and non-uniform grid stencils, provides the mathematical formulations, and includes simple Julia implementation examples.

While working on adding better non-uniform grid support to MOLFiniteDifference (e.g., in PR #533), I realized having a foundational tutorial on this topic would be beneficial for users learning about finite difference operators in this ecosystem.

Added detailed explanation and example implementation for non-uniform grids, including second derivative approximation and example grid.
@utkuyilmaz1903 utkuyilmaz1903 marked this pull request as draft June 20, 2026 10:04
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