Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation

23 Jul 2020Romit MaulikThemistoklis BotsasNesar RamachandraLachlan Robert MasonIndranil Pan

Non-intrusive reduced-order models (ROMs) have recently generated considerable interest for constructing computationally efficient counterparts of nonlinear dynamical systems emerging from various domain sciences. They provide a low-dimensional emulation framework for systems that may be intrinsically high-dimensional... (read more)

PDF Abstract

Code


No code implementations yet. Submit your code now

Tasks


Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper