activity
20242026
most citedOnline learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2024 · math.NAShow all

1 paper · 2 filters

math.NA2024★ 1 cited

Online learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction

Paul Schwerdtner, Prakash Mohan, Aleksandra Pachalieva +3

This work introduces an online greedy method for constructing quadratic manifolds from streaming data, designed to enable in-situ analysis of numerical simulation data on the Petab…