My interests lie in the development and application of inferential mathematical models to address policy-relevant questions about infectious diseases. My main areas of research concern Malaria and HIV. Methodologically, I am interested in spatial statistics, Gaussian processes, kernel machines and machine learning.
et al., 2021, Using Hawkes Processes to model imported and local malaria cases in near-elimination settings, Plos Computational Biology, Vol:17, Pages:e1008830-e1008830
et al., 2021, Reduction in mobility and COVID-19 transmission, Nature Communications, Vol:12, ISSN:2041-1723
et al., 2021, Author Correction: Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo', Nature, Vol:590, ISSN:0028-0836, Pages:E11-E11
et al., 2021, Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas, Remote Sensing of Environment: an Interdisciplinary Journal, ISSN:0034-4257
et al., 2021, A unified machine learning approach to time series forecasting applied to demand at emergency departments, Bmc Emergency Medicine, Vol:21, ISSN:1471-227X, Pages:1-14