Modeling and simulating the spatial spread of an epidemic through multiscale kinetic transport equations
نویسندگان
چکیده
In this paper, we propose a novel space-dependent multiscale model for the spread of infectious diseases in two-dimensional spatial context on realistic geographical scenarios. The couples system kinetic transport equations describing population commuters moving large scale (extra-urban) with diffusion characterizing non-commuting acting over small (urban). modeling approach permits to avoid unrealistic effects traditional models epidemiology, like infinite propagation speed scales and mass migration dynamics. A construction based formalism theory allows give clear interpretation interactions between infected susceptible compartmental models. addition, suitable scaling limit, our couple two populations through consistent at urban scale. discretization finite volumes unstructured grids, combined an asymptotic preserving method time, shows that is able describe correctly main features expansion epidemic. An application initial COVID-19 finally presented.
منابع مشابه
existence and approximate $l^{p}$ and continuous solution of nonlinear integral equations of the hammerstein and volterra types
بسیاری از پدیده ها در جهان ما اساساً غیرخطی هستند، و توسط معادلات غیرخطی بیان شده اند. از آنجا که ظهور کامپیوترهای رقمی با عملکرد بالا، حل مسایل خطی را آسان تر می کند. با این حال، به طور کلی به دست آوردن جوابهای دقیق از مسایل غیرخطی دشوار است. روش عددی، به طور کلی محاسبه پیچیده مسایل غیرخطی را اداره می کند. با این حال، دادن نقاط به یک منحنی و به دست آوردن منحنی کامل که اغلب پرهزینه و ...
15 صفحه اولthe effect of vocabulary instruction through semantic mapping on learning and recall of efl learners
چکیده ندارد.
15 صفحه اولSpatial spread of an epidemic through public transportation systems with a hub.
This article investigates an epidemic spreading among several locations through a transportation system, with a hub connecting these locations. Public transportation is not only a bridge through which infections travel from one location to another but also a place where infections occur since individuals are typically in close proximity to each other due to the limited space in these systems. A...
متن کاملModeling the spatial spread of infectious diseases: The GLobal Epidemic and Mobility computational model
Here we present the Global Epidemic and Mobility (GLEaM) model that integrates sociodemographic and population mobility data in a spatially structured stochastic disease approach to simulate the spread of epidemics at the worldwide scale. We discuss the flexible structure of the model that is open to the inclusion of different disease structures and local intervention policies. This makes GLEaM...
متن کاملOn efficient simulations of multiscale kinetic transport.
We discuss a new class of approaches for simulating multiscale kinetic problems, with particular emphasis on applications related to small-scale transport. These approaches are based on a decomposition of the kinetic description into an equilibrium part, which is described deterministically (analytically or numerically), and the remainder, which is described using a particle simulation method. ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematical Models and Methods in Applied Sciences
سال: 2021
ISSN: ['0218-2025', '1793-6314', '1793-4060']
DOI: https://doi.org/10.1142/s0218202521400017