Strong convergence of the Euler–Maruyama approximation for a class of Lévy-driven SDEs

F Kühn, RL Schilling - Stochastic Processes and their Applications, 2019 - Elsevier
Consider the following stochastic differential equation (SDE) d X t= b (t, X t−) d t+ d L t, X 0=
x, driven by a d-dimensional Lévy process (L t) t≥ 0. We establish conditions on the Lévy …

Bayesian inversion with α-stable priors

J Suuronen, T Soto, NK Chada, L Roininen - Inverse Problems, 2023 - iopscience.iop.org
We propose using Lévy α-stable distributions to construct priors for Bayesian inverse
problems. The construction is based on Markov fields with stable-distributed increments …

Variable-order fractional Laplacian and its accurate and efficient computations with meshfree methods

Y Wu, Y Zhang - Journal of Scientific Computing, 2024 - Springer
The variable-order fractional Laplacian plays an important role in the study of
heterogeneous systems. In this paper, we propose the first numerical methods for the …

Viscosity solutions to Hamilton-Jacobi-Bellman equations associated with sublinear L\'evy (-type) processes

F Kühn - arXiv preprint arXiv:1808.02332, 2018 - arxiv.org
Using probabilistic methods we study the existence of viscosity solutions to non-linear
integro-differential equations $$\partial_t u (t, x)-\sup_ {\alpha\in I}\bigg (b_ {\alpha}(x)\cdot …

On the domain of fractional Laplacians and related generators of Feller processes

F Kühn, RL Schilling - Journal of Functional Analysis, 2019 - Elsevier
In this paper we study the domain of the generator of stable processes, stable-like processes
and more general pseudo-and integro-differential operators which naturally arise both in …

Construction and heat kernel estimates of general stable-like Markov processes

V Knopova, A Kulik, R Schilling - arXiv preprint arXiv:2005.08491, 2020 - arxiv.org
A stable-like process is a Feller process $(X_t) _ {t\geq 0} $ taking values in $\mathbb {R}^ d
$ and whose generator behaves, locally, like an $\alpha $-stable L\'evy process, but the …

Maximal inequalities and some applications

F Kühn, RL Schilling - Probability Surveys, 2023 - projecteuclid.org
A maximal inequality is an inequality which involves the (absolute) supremum sup s⩽ t| X s|
or the running maximum sup s⩽ t X s of a stochastic process (X t) t⩾ 0. We discuss maximal …

On martingale problems and Feller processes

F Kühn - 2018 - projecteuclid.org
Let A be a pseudo-differential operator with negative definite symbol q. In this paper we
establish a sufficient condition such that the well-posedness of the (A,C_c^∞(R^d)) …

Transition probabilities of Lévy‐type processes: Parametrix construction

F Kühn - Mathematische Nachrichten, 2019 - Wiley Online Library
We present an existence result for Lévy‐type processes which requires only weak regularity
assumptions on the symbol with respect to the space variable x. Applications range from …

Wavelet analysis of the Besov regularity of Lévy white noise

S Aziznejad, J Fageot - 2020 - projecteuclid.org
We characterize the local smoothness and the asymptotic growth rate of the Lévy white
noise. We do so by characterizing the weighted Besov spaces in which it is located. We …