We introduce a data-driven approach to the modelling and analysis of viscous fluid mechanics. Instead including constitutive laws for fluid's viscosity in mathematical model, we suggest directly use experimental data. Only set differential constraints, derived from first principles, boundary conditions are kept classical PDE model combined with data set. The framework builds on recently introdu...