Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty Quantification

Vinicius L. S. Silva, Claire E. Heaney, Nenko Nenov +1

We propose a new method in which a generative network (GN) integrate into a reduced-order model (ROM) framework is used to solve inverse problems for partial differential equations…