1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.ML2022★ 1 cited
Data Fusion with Latent Map Gaussian Processes
Nicholas Oune, Jonathan Tammer Eweis-Labolle, Ramin Bostanabad
Multi-fidelity modeling and calibration are data fusion tasks that ubiquitously arise in engineering design. In this paper, we introduce a novel approach based on latent-map Gaussi…
stat.ML2021
Latent Map Gaussian Processes for Mixed Variable Metamodeling
Nicholas Oune, Ramin Bostanabad
Gaussian processes (GPs) are ubiquitously used in sciences and engineering as metamodels. Standard GPs, however, can only handle numerical or quantitative variables. In this paper,…