Typed Transverse Momentum Parton distribution function computations

A transverse-momentum-dependent parton distribution enters an extraction through a specified observation map and a parameter- dependent numerical calculation. Equal units and matching array dimensions do not establish that two implementations represent the same inference problem. We present typed-TMD, a computational framework that makes observation semantics, parameter dependencies, and admissible evaluation plans explicit.