Fig. 14From: Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operatorsRelative errors with \(N_\text {training}=1000\) and \(N_\text {validation}= 500\): a 1D Burgers’ equation; and b 2D convection–diffusion equation. Blue bars represent training errors and red bars represent validation errorsBack to article page