Area of research
Modeling and Simulation · Epidemiology
Research interest
Research interests include COVID-19 epidemiological studies, Influenza Virus Research Studies, Mathematical and Theoretical Epidemiology and Ecology Models, and Virology and Viral Diseases.
Epidemiological impacts of nonpharmaceutical interventions are modulated by immunity exposure trade offs.
Leveraging perturbations to infer the population dynamics of human rhinovirus and interaction of influenza A virus
Dynamics of endemic virus re-emergence in children in the USA following the COVID-19 pandemic (2022–23): a prospective, multicentre, longitudinal, immunoepidemiological surveillance study
Using COVID-19 pandemic perturbation to model RSV-hMPV interactions and potential implications under RSV interventions.
Vaccination to mitigate climate-driven disruptions to malaria control in Madagascar.
The roles of pre-season immunity, age, viral shedding, and community exposures in shaping influenza household transmission dynamics
Spatio–temporal modelling of
<i>in vitro</i>
influenza A virus infection: the impact of defective interfering particles on type I interferon response
Interplay between climate and childhood mixing can explain a sudden shift in RSV seasonality in Japan.
Synchrony of Bird Migration with Global Dispersal of Avian Influenza Reveals Exposed Bird Orders
Synchrony of Bird Migration with Global Dispersal of Avian Influenza Reveals Exposed Bird Orders.
Predicting pathogen mutual invasibility and co-circulation
Predicting the impact of non-pharmaceutical interventions against COVID-19 on Mycoplasma pneumoniae in the United States
Predicting pathogen mutual invasibility and co-circulation.
Predicting the impact of COVID-19 non-pharmaceutical intervention on short- and medium-term dynamics of enterovirus D68 in the US.
Markets as drivers of selection for highly virulent poultry pathogens.
Deep neural networks for endemic measles dynamics: Comparative analysis and integration with mechanistic models
Eco-evolutionary dynamics of pathogen immune-escape: deriving a population-level phylodynamic curve
Neural networks for endemic measles dynamics: comparative analysis and integration with mechanistic models
Assessing population-level target product profiles of universal human influenza A vaccines.
One Hundred Years of Influenza A Evolution
The complex interplay between risk tolerance and the spread of infectious diseases
Direct and indirect mortality impacts of the COVID-19 pandemic in the United States, March 1, 2020 to January 1, 2022.
Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2.
Long-term measles antibody profiles following different vaccine schedules in China, a longitudinal study
Long-term measles antibody profiles following different vaccine schedules in China, a longitudinal study.
Host heterogeneity and epistasis explain punctuated evolution of SARS-CoV-2.
Application of a forecasting model to mitigate the consequences of unexpected RSV surge: Experience from the post-COVID-19 2021/22 winter season in a major metropolitan centre, Lyon, France
Medium-term scenarios of COVID-19 as a function of immune uncertainties and chronic disease.
Application of a forecasting model to mitigate the consequences of unexpected RSV surge: Experience from the post-COVID-19 2021/22 winter season in a major metropolitan centre, Lyon, France.