Model-M: An agent-based epidemic model of a middle-sized municipality

0557038 - ÚI 2023 eng V - Výzkumná zpráva
Berec, Luděk - Diviák, T. - Kuběna, Aleš Antonín - Levínský, René - Neruda, Roman - Suchopárová, Gabriela - Šlerka, J. - Šmíd, Martin - Trnka, Jan - Tuček, V. - Vidnerová, Petra - Zajíček, Milan - Zapletal, František
Model-M: An agent-based epidemic model of a middle-sized municipality.
2022. bioRxiv, 2021.05.13.21257139.
Grant CEP: GA TA ČR(CZ) TL04000282
Institucionální podpora: RVO:67985807 ; RVO:67985556
http://dx.doi.org/10.1101/2021.05.13.21257139

This report presents a technical description of our agent-based epidemic model of a particular middle-sized municipality. We have developed a realistic model with 56 thousand inhabitants and 2.7 millions of social contacts. These form a multi-layer social network that serves as a base of our epidemic simulation. The disease is modeled by our extended SEIR model with parameters fitted to real epidemics data for Czech Republic. The model is able to simulate a whole range of non-pharmaceutical interventions on individual level, such as protective measures and physical distancing, testing, contact tracing, isolation and quarantine. The effect of government-issued measures such as contact restrictions in different environments (schools, restaurants, vendors, etc.) can also be simulated.
Trvalý link: http://hdl.handle.net/11104/0331145