Sep 2026· Finance and Stochastics· Vol 30, pp. 1081 - 1134· 0 citations· 29 references
Stochastic processes and financial applications
TL;DR
The deformed contour integration approach is illustrated by analysing the convergence rate of CTMC approximation for double-barrier option pricing under general regime-switching jump-diffusion models with nonsmooth coefficients.
This paper aims to develop efficient numerical approximations for a class of stochastic differential equations with state-dependent fast switching processes. The direct Euler--Maruyama (EM) scheme fails when the scaling parameter is small. Based on the heterogeneous multiscale method of \cite{e2005analysis}, we propose...
Xiao-Bin Sun, Ming-Kun Ye, Zuo-Zheng Zhang· 0 citations
To quantitatively characterize the long-time dynamics of the periodic damped stochastic Korteweg--de Vries (sKdV) equation driven by additive noise, we investigate the uniform-in-time error estimates for a Lie--Trotter operator splitting approximation. This splitting combines the exact deterministic KdV flow with the e...
We investigate the steady-state diffusion-approximation error for continuous-time queueing systems with generally distributed primitives. A common picture emerges after analyzing a number of canonical systems: the error decomposes into interior and boundary terms. The former are simpler to handle and can be bounded usi...
Anton Braverman, Ziv Scully· Operational Research· 0 citations
Fractional Brownian motion provides a useful framework for modeling random phenomena with anti-persistent temporal correlations that arise in applications such as anomalous diffusion, hydrology, finance, and geophysical processes. In this paper, we study a class of semilinear stochastic partial differential equations d...
Antoine Tambue, Aurelien Junior Noupelah, L. Fono· 0 citations
This article establishes a strong averaging principle for a class of slow-fast stochastic evolution systems that incorporate both McKean–Vlasov interactions and multivalued operators within a Hilbert-space variational framework. The slow variable υ evolves according to a Caputo fractional differential law of order ϱ∈(0...
Muhammad Imran Liaqat, A. Alsharidi· Fractal and Fractional· 0 citations
Learn how Google DeepMind and GovTech Singapore uses lightweight on-device Gemma models to intercept conversational scams in private chats with zero cloud data egress.
Microsoft Research Blog· microsoft.comOct 12, 2026
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.