“…Another widely-adopted approach to study Riesz transform in various geometric settings is to use the Calderón-Zygmund theory for which heat kernel estimates play an essential role. See, for instance, the setting of Riemannian manifolds in [19,27,20,29,28,3,4,18,17] and the references therein, especially [3, Section 1.3] with a quite complete list of previous results, and the setting of Lie groups, or manifolds with sub-elliptic operators in [1,21,12,11]. We note that, unlike the martingale approach, the Calderón-Zygmund theory do not give constants which are independent of dimension.…”