Dynamical criteria for the evolution of the stochastic dimensionality in flows with uncertainty

► Analytical criteria for the evolution of the stochastic dimensionality of SPDEs. ► Cost scaling analysis for dynamically orthogonal field equations. ► Efficient update of the stochastic information of the solution using data. ► Study of stochastic dimensionality of Navier-Stokes in specific flows.