Couple of deep learning and differential equations; Probablistic Machine learning; Spatial, temporal, host and network heterogeneities on the spread of infectious disease; Dynamic systems including ODE, DDE, PDE; Multi-scale modeling of complex biological phenomena; Spatial-temporal epidemiological data analysis and mining.