Research Interests Stochastic dynamical system, partial differential equation, stochastic analysis, data-driven modelling and applications in bioscience, chemical reactions, neuroscience, engineering etc. Transient dynamics in multi-scale systems Long time dynamics under external driving force Stochastic stability and bifurcation Collective dynamics of coupled stochastic systems Data-driven modelling