4 papers
MEmilio -- A high performance Modular EpideMIcs simuLatIOn software for multi-scale and comparative simulations of infectious disease dynamics
Julia Bicker, Carlotta Gerstein, David Kerkmann +33
Epidemic and pandemic preparedness with rapid outbreak response rely on timely, trustworthy evidence. Mathematical models are crucial for supporting timely and reliable evidence ge…
Assessment of Simulation-based Inference Methods for Stochastic Compartmental Models in Epidemiological Research
Vincent Wieland, Nils Wassmuth, Lorenzo Contento +2
Global pandemics, such as the recent COVID-19 crisis, highlight the need for stochastic epidemic models that can capture the randomness inherent in the spread of disease. Such mode…
A nonstandard numerical scheme for a novel SECIR integro-differential equation-based model allowing nonexponentially distributed stay times
Anna Wendler, Lena Plötzke, Hannah Tritzschak +1
Ordinary differential equations (ODE) are a popular tool to model the spread of infectious diseases, yet they implicitly assume an exponential distribution to describe the flow fro…
Hybrid metapopulation agent-based epidemiological models for efficient insight on the individual scale: a contribution to green computing
Julia Bicker, René Schmieding, Michael Meyer-Hermann +1
Emerging infectious diseases and climate change are two of the major challenges in 21st century. Although over the past decades, highly-resolved mathematical models have contribute…