3 papers
cs.DL2026
Assembling ensembling: An adventure in approaches across disciplines
Amanda Bleichrodt, Sadie J. Ryan, Lydia Bourouiba +4
When discussing model ensembling or ensemble modeling, a term arises across numerous disciplines, what is meant by it can vary drastically. The very meaning of 'ensemble' - a colle…
stat.AP2026
COVID-19 Forecasting from U.S. Wastewater Surveillance Data: A Retrospective Multi-Model Study (2022-2024)
Faharudeen Alhassan, Hamed Karami, Amanda Bleichrodt +4
Accurate and reliable forecasting models are critical for guiding public health responses and policy decisions during pandemics such as COVID-19. Retrospective evaluation of model…
q-bio.QM2025
BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations
Hamed Karami, Amanda Bleichrodt, Ruiyan Luo +1
Background: Mathematical models based on ordinary differential equations (ODEs) are essential tools across various scientific disciplines, including biology, ecology, and healthcar…