most citedOptimal criteria and their asymptotic form for data selection in data-driven reduced-order modeling with Gaussian process regression

11 citations · 18 across the 2 of their papers we have counts for

collaborators
Showing math.DSShow all

1 paper · 1 filter

math.DS2021★ 11 cited

Optimal criteria and their asymptotic form for data selection in data-driven reduced-order modeling with Gaussian process regression

Themistoklis P. Sapsis, Antoine Blanchard

We derive criteria for the selection of datapoints used for data-driven reduced-order modeling and other areas of supervised learning based on Gaussian process regression (GPR). Wh…