We construct fractional Sobolev spaces on arbitrary time scales, both in one dimension and on product time scales. In 1D, we define through a variable-order Gagliardo-type seminorm and prove completeness and compact embedding properties under standard boundedness assumptions on the order. We then extend the framework to rectangles , introducing the product spaces and establishing completeness, reflexivity, separability, and compact embeddings. To support boundary-value problems, we propose a boundary decomposition of into four sides and a corresponding trace framework (first on and then by density). We also define variable-order Riemann–Liouville and Caputo fractional operators on time scales and derive an Euler–Lagrange equation for variational functionals depending on these operators. The resulting toolkit provides a functional-analytic basis for fractional dynamic equations on mixed time scales and for anisotropic nonlocal models on product time scales.

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