Fig. 13From: Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencodersThe mean profiles of the water level over the cross-section line at various time-steps, obtained with the POD-ANN and NIROM-CAEs and compared with those from the LHS reference solution (with 2000 realizations). a: \(t\approx 5\,s\), b: \(t\approx 15\,s\), c: \(t\approx 30\,s\) and (d): \(t\approx 45\,s\)Back to article page