User profiles for Michaela Szölgyenyi
Michaela SzölgyenyiDepartment of Statistics, University of Klagenfurt Verified email at aau.at Cited by 488 |
An Adaptive Euler--Maruyama Scheme for Stochastic Differential Equations with Discontinuous Drift and its Convergence Analysis
We study the strong approximation of stochastic differential equations with discontinuous
drift coefficients and (possibly) degenerate diffusion coefficients. To account for the …
drift coefficients and (possibly) degenerate diffusion coefficients. To account for the …
A numerical method for SDEs with discontinuous drift
G Leobacher, M Szölgyenyi - BIT Numerical Mathematics, 2016 - Springer
In this paper we introduce a transformation technique, which can on the one hand be used
to prove existence and uniqueness for a class of SDEs with discontinuous drift coefficient. …
to prove existence and uniqueness for a class of SDEs with discontinuous drift coefficient. …
[HTML][HTML] Convergence of the Euler–Maruyama method for multidimensional SDEs with discontinuous drift and degenerate diffusion coefficient
G Leobacher, M Szölgyenyi - Numerische Mathematik, 2018 - Springer
We prove strong convergence of order $$1/4-\epsilon $$ 1 / 4 - ϵ for arbitrarily small $$\epsilon
>0$$ ϵ > 0 of the Euler–Maruyama method for multidimensional stochastic differential …
>0$$ ϵ > 0 of the Euler–Maruyama method for multidimensional stochastic differential …
[HTML][HTML] A deep neural network algorithm for semilinear elliptic PDEs with applications in insurance mathematics
S Kremsner, A Steinicke, M Szölgyenyi - Risks, 2020 - mdpi.com
In insurance mathematics, optimal control problems over an infinite time horizon arise when
computing risk measures. An example of such a risk measure is the expected discounted …
computing risk measures. An example of such a risk measure is the expected discounted …
Optimal control of an energy storage facility under a changing economic environment and partial information
AA Shardin, M Szölgyenyi - International Journal of Theoretical and …, 2016 - World Scientific
In this paper, we consider an energy storage optimization problem in finite time in a model
with partial information that allows for a changing economic environment. The state process …
with partial information that allows for a changing economic environment. The state process …
Optimal liquidation under partial information with price impact
K Colaneri, Z Eksi, R Frey, M Szölgyenyi - Stochastic Processes and their …, 2020 - Elsevier
We study the optimal liquidation problem in a market model where the bid price follows a
geometric pure jump process whose local characteristics are driven by an unobservable finite-…
geometric pure jump process whose local characteristics are driven by an unobservable finite-…
A strong order method for multidimensional SDEs with discontinuous drift
G Leobacher, M Szölgyenyi - 2017 - projecteuclid.org
In this paper, we consider multidimensional stochastic differential equations (SDEs) with
discontinuous drift and possibly degenerate diffusion coefficient. We prove an existence and …
discontinuous drift and possibly degenerate diffusion coefficient. We prove an existence and …
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 …
stochastic differential equations with additive noise and irregular drift. We provide a general …
[HTML][HTML] A higher-order approximation method for jump-diffusion SDEs with a discontinuous drift coefficient
We present the first higher-order approximation scheme for solutions of jump-diffusion
stochastic differential equations with discontinuous drift. For this transformation-based jump-…
stochastic differential equations with discontinuous drift. For this transformation-based jump-…
On the existence of solutions of a class of SDEs with discontinuous drift and singular diffusion
The classical result by Itô on the existence of strong solutions of stochastic differential
equations (SDEs) with Lipschitz coefficients can be extended to the case where the drift is only …
equations (SDEs) with Lipschitz coefficients can be extended to the case where the drift is only …