One-Dimensional Wasserstein Quantile Formula is a result from the foundations of optimal transport. For mathematical objects. Let mathematical objects, where mathematical objects denotes the Borel probability measures on mathematical objects with finite mathematical objects-th moment. Let mathematical objects. It helps organize the relationship between Monge maps, Kantorovich plans, duality, and Wasserstein geometry.