A unified machine learning approach to time series forecasting applied to demand at emergency departments. - Michaela A. C. Vollmer; Ben Glampson; Thomas A. Mellan; Swapnil Mishra; Luca Mercuri; Ceire Costelloe; Robert Klaber; Graham S. Cooke; Seth R. Flaxman; Samir Bhatt (CoRR, 2020)

Gaussian process nowcasting: application to COVID-19 mortality reporting. - Iwona Hawryluk; Henrique Hoeltgebaum; Swapnil Mishra; Xenia Miscouridou; Ricardo P. Schnekenberg; Charles Whittaker; Michaela A. C. Vollmer; Seth R. Flaxman; Samir Bhatt; Thomas A. Mellan (UAI, 2021)

A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models. - Nicolas Banholzer; Thomas A. Mellan; H. Juliette T. Unwin; Stefan Feuerriegel; Swapnil Mishra; Samir Bhatt (CoRR, 2023)