108 citations · 614 across the 35 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
math.PR2021★ 2 cited
Optimal regularity in time and space for stochastic porous medium equations
Stefano Bruno, Benjamin Gess, Hendrik Weber
We prove optimal regularity estimates in Sobolev spaces in time and space for solutions to stochastic porous medium equations. The noise term considered here is multiplicative, whi…
stat.ML2021★ 5 cited
Feature Engineering with Regularity Structures
Ilya Chevyrev, Andris Gerasimovics, Hendrik Weber
We investigate the use of models from the theory of regularity structures as features in machine learning tasks. A model is a polynomial function of a space-time signal designed to…
math.AP2021★ 5 cited
A priori bounds for quasi-linear SPDEs in the full sub-critical regime
Felix Otto, Jonas Sauer, Scott Smith +1
This paper is concerned with quasi-linear parabolic equations driven by an additive forcing , in the full sub-critical regime . We are inspired by Hairer'…