activity
20172026
most citedErgodic properties of some piecewise-deterministic Markov process with application to gene expression modelling

16 citations · 64 across the 11 of their papers we have counts for

collaborators

12 papers

math.DS2026

On the Existence of Geometrically Attracting Measures for Iterated Function Systems with Varying Sets of Transformations

Dawid Czapla, Rafał Kapica, Maciej Ślęczka

In this paper, we focus on the asymptotic behavior of random iterated functions systems, in which both the family of transformations and the distribution of selecting them vary at…

math.PR2025

Law of the Iterated Logarithm for Markov Semigroups with Exponential Mixing in the Wasserstein Distance

Dawid Czapla, Sander C. Hille, Katarzyna Horbacz +1

In this paper, we establish the law of the iterated logarithm for a wide class of non-stationary, continuous-time Markov processes evolving on Polish spaces. Specifically, our resu…

math.PR2023★ 1 cited

On the Existence and Uniqueness of Stationary Distributions for Some Piecewise Deterministic Markov Processes With State-Dependent Jump Intensity

Dawid Czapla

In this paper, we consider a subclass of piecewise deterministic Markov processes with a Polish state space that involve a deterministic motion punctuated by random jumps, occurrin…

math.PR2022★ 3 cited

The central limit theorem for Markov processes that are exponentially ergodic in the bounded-Lipschitz norm

Dawid Czapla, Katarzyna Horbacz, Hanna Wojewódka-Ściążko

In this paper, we establish a version of the central limit theorem for Markov-Feller continuous time processes (with a Polish state space) that are exponentially ergodic in the bou…

math.PR2020★ 4 cited

Exponential ergodicity in the bounded-Lipschitz distance for a subclass of piecewise-deterministic Markov processes with random switching between flows

Dawid Czapla, Katarzyna Horbacz, Hanna Wojewódka-Ściążko

In this paper, we study a subclass of piecewise-deterministic Markov processes with a Polish state space, involving deterministic motion punctuated by random jumps that occur at ex…

math.PR2020

On absolute continuity of invariant measures associated with a piecewise-deterministic Markov processes with random switching between flows

Dawid Czapla, Katarzyna Horbacz, Hanna Wojewódka-Ściążko

We are concerned with the absolute continuity of stationary distributions corresponding to some piecewise deterministic Markov process, being typically encountered in biological mo…