📝 SummarXiv

Abstract

Building on techniques developed by Lyons and Victoir, we present the first explicit construction of a degree-7 cubature formula for Wiener space over $\mathbb{R}^3$. We then examine and compare two approaches for computing cubature approximations: one based on the stochastic Taylor expansion and the other on the Log-ODE method. Our numerical experiments illustrate how the cubature degree influences the order of convergence and demonstrate the utility of cubature methods for weak approximations of stochastic differential equations (SDEs). These results were originally part of a Master's thesis and are provided here as context and a reference point for subsequent work. A more general construction in arbitrary dimensions has since been obtained by Ferrucci, Herschell, Litterer and Lyons arXiv:2411.13707 using different techniques.