83 citations · 315 across the 10 of their papers we have counts for
10 papers
NSF RESUME HPC Workshop: High-Performance Computing and Large-Scale Data Management in Service of Epidemiological Modeling
Abby Stevens, Jonathan Ozik, Kyle Chard +2
The NSF-funded Robust Epidemic Surveillance and Modeling (RESUME) project successfully convened a workshop entitled "High-performance computing and large-scale data management in s…
Identifying the measurements required to estimate rates of COVID-19 transmission, infection, and detection, using variational data assimilation
Eve Armstrong, Manuela Runge, Jaline Gerardin
We demonstrate the ability of statistical data assimilation to identify the measurements required for accurate state and parameter estimation in an epidemiological model for the no…
Malaria elimination campaigns in the Lake Kariba region of Zambia: a spatial dynamical model
Milen Nikolov, Caitlin A. Bever, Alexander Upfill-Brown +5
Background As more regions approach malaria elimination, understanding how different interventions interact to reduce transmission becomes critical. The Lake Kariba area of Souther…
Optimal population-level infection detection strategies for malaria control and elimination in a spatial model of malaria transmission
Jaline Gerardin, Caitlin A. Bever, Busiku Hamainza +3
Mass campaigns with antimalarial drugs are potentially a powerful tool for local elimination of malaria, yet current diagnostic technologies are insufficiently sensitive to identif…
Mass campaigns with antimalarial drugs: a modelling comparison of artemether-lumefantrine and DHA-piperaquine with and without primaquine as tools for malaria control and elimination
Jaline Gerardin, Philip Eckhoff, Edward A. Wenger
Antimalarial drugs are a powerful tool for malaria control and elimination. Artemisinin-based combination therapies (ACTs) can reduce transmission when widely distributed in a camp…
Characterization of the infectious reservoir of malaria with an agent-based model calibrated to age-stratified parasite densities and infectiousness
Jaline Gerardin, Andre Lin Ouedraogo, Kevin A. McCarthy +3
Background Elimination of malaria can only be achieved through removal of all vectors or complete depletion of the infectious reservoir in humans. Mechanistic models can be built t…