Fig. 5From: Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencodersComparison of the mean (left) and standard deviation (right) of the Burgers analytical solutions obtained with the POD-ANN and NIROM-CAEs approaches with those of the LHS reference solution (5000 realizations) at different times: \(t\approx 0.1\) (a, b) and \(t\approx 0.9\) (c, d)Back to article page