37 citations · 68 across the 11 of their papers we have counts for
4 papers · 1 filter
Dynamics of Non-polar Solutions to the Discrete Painlevé I Equation
Nicholas Ercolani, Joceline Lega, Brandon Tippings
This manuscript develops a novel understanding of non-polar solutions of the discrete Painlevé I equation (dP1). As the non-autonomous counterpart of an analytically completely int…
EpiCovDA: a mechanistic COVID-19 forecasting model with data assimilation
Hannah R. Biegel, Joceline Lega
We introduce a minimalist outbreak forecasting model that combines data-driven parameter estimation with variational data assimilation. By focusing on the fundamental components of…
Aedes-AI: Neural Network Models of Mosquito Abundance
Adrienne C. Kinney, Sean Current, Joceline Lega
We present artificial neural networks as a feasible replacement for a mechanistic model of mosquito abundance. We develop a feed-forward neural network, a long short-term memory re…
Epidemics from the Eye of the Pathogen
Faryad Darabi Sahneh, William Fries, Joseph C. Watkins +1
While a common trend in disease modeling is to develop models of increasing complexity, it was recently pointed out that outbreaks appear remarkably simple when viewed in the incid…