Insights on Stochastic Dynamics for Transmission of Monkeypox: Biological and Probabilistic Behavior

ABSTRACT The transmission of monkeypox is studied using a stochastic model taking into account the biological aspects, the contact mechanisms and the demographic factors, together with the intrinsic uncertainties. Our results provide insight into the interaction between stochasticity and biological elements in the dynamics of monkeypox transmission. The rigorous mathematical analysis determines threshold parameters for disease persistence. For the proposed model, the existence of a unique global almost sure nonnegative solution is proven. Conditions leading to disease extinction are established. Asymptotic properties of the model are investigated such as the speed of transmission.

Authors

Institutions

Publication Details

Journal
Mathematical Methods in the Applied Sciences
Published
2025-06-27
DOI
https://doi.org/10.1002/mma.11180
Primary Topic
Poxvirus research and outbreaks
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Insights on Stochastic Dynamics for Transmission of Monkeypox: Biological and Probabilistic Behavior

Olena A. Tymoshenko, Ghaus ur Rahman, Giulia Di Nunno
1 links
Mathematical Methods in the Applied Sciences
Poxvirus research and outbreaks
article

Insights on Stochastic Dynamics for Transmission of Monkeypox: Biological and Probabilistic Behavior

Olena A. Tymoshenko, Ghaus ur Rahman, Giulia Di Nunno
article en

Abstract

ABSTRACT The transmission of monkeypox is studied using a stochastic model taking into account the biological aspects, the contact mechanisms and the demographic factors, together with the intrinsic uncertainties. Our results provide insight into the interaction between stochasticity and biological elements in the dynamics of monkeypox transmission. The rigorous mathematical analysis determines threshold parameters for disease persistence. For the proposed model, the existence of a unique global almost sure nonnegative solution is proven. Conditions leading to disease extinction are established. Asymptotic properties of the model are investigated such as the speed of transmission.

Mathematical Methods in the Applied SciencesVol. 48(15)
University of Oslo (NO), National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (UA), University of Swat (PK)
Openalex Percentile: Top 84%
Poxvirus research and outbreaks
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.