Deep convolutional neural networks for uncertainty propagation in random fields

Xihaier Luo, Ahsan Kareem

The development of a reliable and robust surrogate model is often constrained by the dimensionality of the problem. For a system with high-dimensional inputs/outputs (I/O), convent…