A multi-scale, multi-paradigm epidemiological modelling language for investigating Q Fever regional infection dynamics

Archive ouverte

Picault, Sébastien | Huang, Yu-Lin | Sicard, Vianney | Hoch, Thierry | Vergu, Elisabeta | Beaudeau, François | Ezanno, Pauline

Edité par CCSD -

International audience. The regional spread of Q fever, an endemic cat- tle zoonosis, relies upon airborne transmission and between-herd trade movements. Our goal was to be er understand the contribution of each pathway to yearly herd incidence by coupling within- and between-herd dynamics.To accelerate model design, explore multiple as- sumptions at each scale with a reduced amount of code to write, and enhance reliability, reusabil- ity and reproducibility, we used a generic frame- work, EMuLsion, which provides a domain-speci c language (DSL) for explicitly describing all compo- nents of epidemiological models, and relies upon a multi-level agent-based architecture to encompass existing modelling paradigms.

Suggestions

Du même auteur

A generic multi-level stochastic modelling framework in computational epidemiology

Archive ouverte | Picault, Sébastien | CCSD

There is currently an overwhelming increased interest in predictive biology and computational modelling. The development of reliable, reproducible and revisable simulation models in computational life sciences is often pointed out...

A Multi-Level Multi-Agent Simulation Framework in Animal Epidemiology

Archive ouverte | Picault, Sébastien | CCSD

International audience. In order to recommend better control measures in public or animal health, epidemiologists incorporate ever-finer details in their models, from individual diversity to public policies, which o...

EMuLSion, a generic simulation framework in animal epidemiology based on multi-level multi-agent modelling

Archive ouverte | Picault, Sébastien | CCSD

To recommend better control measures in public or animal health, epidemiologists incorporate ever-finer details in their models, from individual diversity to public policies, which often involve several observation scales. Due to ...

Chargement des enrichissements...