Filtered Neural Galerkin model reduction schemes for efficient propagation of initial condition uncertainties in digital twins

Zhiyang Ning, Benjamin Peherstorfer

Uncertainty quantification in digital twins is critical to enable reliable and credible predictions beyond available data. A key challenge is that ensemble-based approaches can bec…