research
∙
08/05/2023
Learning physics-based reduced-order models from data using nonlinear manifolds
We present a novel method for learning reduced-order models of dynamical...
research
∙
06/23/2023
Learning latent representations in high-dimensional state spaces using polynomial manifold constructions
We present a novel framework for learning cost-efficient latent represen...
research
∙
05/04/2022