22 citations · 27 across the 14 of their papers we have counts for
3 papers · 1 filter
Error bounds for full space-time splitting discretizations of semi-linear SPDEs -- with a focus on dG domain decompositions
Monika Eisenmann, Eskil Hansen, Marvin Jans
We consider a fully discretized numerical scheme for parabolic stochastic partial differential equations with multiplicative noise. Our abstract framework can be applied to formula…
Analysis of a Class of Stochastic Component-Wise Soft-Clipping Schemes
Måns Williamson, Monika Eisenmann, Tony Stillfjord
Choosing the optimization algorithm that performs best on a given machine learning problem is often delicate, and there is no guarantee that current state-of-the-art algorithms wil…
A domain decomposition method for stochastic evolution equations
Evelyn Buckwar, Ana Djurdjevac, Monika Eisenmann
In recent years, SPDEs have become a well-studied field in mathematics. With their increase in popularity, it becomes important to efficiently approximate their solutions. Thus, ou…