collaborators

8 papers

math.PR2026

Effective Lagrangian regularity and the uniqueness threshold for random Hölder velocity fields

Maria Colombo, Elias Hess-Childs, Keefer Rowan

We study the behavior of the ordinary differential equations, flow maps, and continuity equations associated to autonomous random velocity fields that admit a natural multiscale fi…

math.PR2026

Sharp pathwise nonuniqueness for additive SDEs

Elias Hess-Childs, Keefer Rowan

We construct a family of velocity fields demonstrating the sharpness of the classical Zvonkin--Veretennikov--Davie strong well-posedness by noise regime. We consider stochastic dif…

stat.ML2026

Radon--Wasserstein Gradient Flows for Interacting-Particle Sampling in High Dimensions

Elias Hess-Childs, Dejan Slepčev, Lantian Xu

Gradient flows of the Kullback--Leibler (KL) divergence, such as the Fokker--Planck equation and Stein Variational Gradient Descent, evolve a distribution toward a target density k…

math.AP2026

Another look at regularity in transport-commutator estimates

Elias Hess-Childs, Matthew Rosenzweig, Sylvia Serfaty

We are interested in how regular a transport velocity field must be in order to control Riesz-type commutators. Estimates for these commutators play a central role in the analysis…

math.AP2025

A sharp commutator estimate for all Riesz modulated energies

Elias Hess-Childs, Matthew Rosenzweig, Sylvia Serfaty

We prove a functional inequality in any dimension controlling the derivative along a transport of the Riesz modulated energy in terms of the modulated energy itself. This modulated…

math.AP2025

Turbulent and intermittent phenomena in a universal total anomalous dissipator

Elias Hess-Childs, Keefer Rowan

For all , we construct an explicit divergence-free vector field that exhibits universal anomalous (total) dissipation, accel…