Agent-based modeling of the COVID-19 pandemic in Florida

no code implementations • 19 Jun 2023 • Alexander N. Pillai, Kok Ben Toh, Dianela Perdomo, Sanjana Bhargava, Arlin Stoltzfus, Ira M. Longini Jr., Carl A. B. Pearson, Thomas J. Hladish

The onset of the COVID-19 pandemic drove a widespread, often uncoordinated effort by research groups to develop mathematical models of SARS-CoV-2 to study its spread and inform control efforts.

Trajectory-oriented optimization of stochastic epidemiological models

1 code implementation • 6 May 2023 • Arindam Fadikar, Mickael Binois, Nicholson Collier, Abby Stevens, Kok Ben Toh, Jonathan Ozik

Epidemiological models must be calibrated to ground truth for downstream tasks such as producing forward projections or running what-if scenarios.

Thompson Sampling