A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models. - Dianbo Liu; Leonardo Clemente; Canelle Poirier; Xiyu Ding; Matteo Chinazzi; Jessica T. Davis; Alessandro Vespignani; Mauricio Santillana (CoRR, 2020)

Fine-grained forecasting of COVID-19 trends at the county level in the United States. - Tzu-Hsi Song; Leonardo Clemente; Xiang Pan; Junbong Jang; Mauricio Santillana; Kwonmoo Lee (npj Digit. Medicine, 2025)