[BUCH][B] An introduction to the numerical simulation of stochastic differential equations

D Higham, P Kloeden - 2021 - SIAM
For a function g (h), we write g (h)= O (hp) to mean that there exist constants h0> 0 and K> 0
(independent of h) such that| g (h)|< Khp for all| h|< h0. In words, this means that g (h) tends …

On the performance of the Euler–Maruyama scheme for SDEs with discontinuous drift coefficient

T Müller-Gronbach, L Yaroslavtseva - 2020 - projecteuclid.org
Recently a lot of effort has been invested to analyze the L_p-error of the Euler–Maruyama
scheme in the case of stochastic differential equations (SDEs) with a drift coefficient that may …

On the regularisation of the noise for the Euler-Maruyama scheme with irregular drift

K Dareiotis, M Gerencsér - 2020 - projecteuclid.org
The strong rate of convergence of the Euler-Maruyama scheme for nondegenerate SDEs
with irregular drift coefficients is considered. In the case of α-Hölder drift in the recent …

Sharp lower error bounds for strong approximation of SDEs with discontinuous drift coefficient by coupling of noise

T Müller-Gronbach, L Yaroslavtseva - The Annals of Applied …, 2023 - projecteuclid.org
In the past decade, an intensive study of strong approximation of stochastic differential
equations (SDEs) with a drift coefficient that has discontinuities in space has begun. In the …

The Euler–Maruyama scheme for SDEs with irregular drift: convergence rates via reduction to a quadrature problem

A Neuenkirch, M Szölgyenyi - IMA Journal of Numerical …, 2021 - academic.oup.com
We study the strong convergence order of the Euler–Maruyama (EM) scheme for scalar
stochastic differential equations with additive noise and irregular drift. We provide a general …

A strong order 3/4 method for SDEs with discontinuous drift coefficient

T Müller-Gronbach… - IMA Journal of Numerical …, 2022 - academic.oup.com
In this paper we study strong approximation of the solution of a scalar stochastic differential
equation (SDE) at the final time in the case when the drift coefficient may have …

On the convergence of adaptive approximations for stochastic differential equations

J Foster, A Jelinčič - arxiv preprint arxiv:2311.14201, 2023 - arxiv.org
In this paper, we study numerical approximations for stochastic differential equations (SDEs)
that use adaptive step sizes. In particular, we consider a general setting where decisions to …

[HTML][HTML] A higher-order approximation method for jump-diffusion SDEs with a discontinuous drift coefficient

P Przybyłowicz, V Schwarz, M Szölgyenyi - Journal of Mathematical …, 2024 - Elsevier
We present the first higher-order approximation scheme for solutions of jump-diffusion
stochastic differential equations with discontinuous drift. For this transformation-based jump …

Convergence in Total Variation of the Euler--Maruyama Scheme Applied to Diffusion Processes with Measurable Drift Coefficient and Additive Noise

O Bencheikh, B Jourdain - SIAM Journal on Numerical Analysis, 2022 - SIAM
We are interested in the Euler--Maruyama discretization of a stochastic differential equation
in dimension d with constant diffusion coefficient and bounded measurable drift coefficient …

Bicausal optimal transport for SDEs with irregular coefficients

BA Robinson, M SzĂślgyenyi - arxiv preprint arxiv:2403.09941, 2024 - arxiv.org
We solve constrained optimal transport problems in which the marginal laws are given by
the laws of solutions of stochastic differential equations (SDEs). We consider SDEs with …