An approximation scheme for SDEs with non-smooth coefficients
Xin Chen, Xue-Mei Li

TL;DR
This paper develops an approximation scheme for elliptic SDEs with non-smooth coefficients, establishing existence of solution flows and deriving formulas for derivatives of the associated Markov semigroups.
Contribution
It introduces a novel approximation method for elliptic SDEs with non-smooth coefficients, enabling analysis of solution flows and derivative representations.
Findings
Existence of $W_{ ext{loc}}^{1,p}$ solution flows for elliptic SDEs with Hölder continuous coefficients
Development of an approximation scheme for such SDEs
Derivation of a representation for the derivative of the Markov semigroup and an integration by parts formula
Abstract
Elliptic stochastic differential equations (SDE) make sense when the coefficients are only continuous. We study the corresponding linearized SDE whose coefficients are not assumed to be locally bounded. This leads to existence of solution flows for elliptic SDEs with H\"older continuous and coefficients. Furthermore an approximation scheme is studied from which we obtain a representation for the derivative of the Markov semigroup, and an integration by parts formula.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and financial applications · Advanced Mathematical Modeling in Engineering · Nonlinear Partial Differential Equations
