Axisymmetric circular equivalent. Integral boundary layer is marched along the wall: Thwaites-type laminar closure, Head-type turbulent entrainment, pressure-gradient history and auto transition. Thermal wall modes use recovery temperature plus a Colburn/Reynolds analogy; heat transfer changes local h₀ while wall shear generates entropy, so Aeff ↔ quasi-1D core ↔ heat transfer are iterated together. Reduced-order model, not RANS or SWBLI CFD. Conjugate mode adds 1D wall conduction and bulk coolant heating/pressure drop; it is not a resolved solid/fluid conjugate CFD solution.