InVAErt networks: a data-driven framework for model synthesis and identifiability analysis

Guoxiang Grayson Tong, Carlos A. Sing Long, Daniele E. Schiavazzi

Use of generative models and deep learning for physics-based systems is currently dominated by the task of emulation. However, the remarkable flexibility offered by data-driven arc…