Postdoctoral Fellowship in CFD Modelling and Simulation - Multiscale particle simulations in fluid dynamics using machine-learning techniques

Application deadline:

This project deals with the multiscale simulation of complex fluids/materials using data-driven closure models obtained through active learning techniques. In particular, the governing equations describing the macroscopic flow of complex fluids - such as polymer-colloidal suspensions etc – generally involve a significant degree of physical approximations, which make continuum constitutive models valid only in a limited subclass of flows.