Data Fusion with Latent Map Gaussian Processes

Multi-fidelity modeling and calibration are data fusion tasks that ubiquitously arise in engineering design. However, there is currently a lack of general techniques that can jointly fuse multiple data sets with varying fidelity levels while also estimating calibration parameters. To address this ga...

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Bibliographic Details
Main Authors: Bostanabad, R. (Author), Eweis-Labolle, J.T (Author), Oune, N. (Author)
Format: Article
Language:English
Published: American Society of Mechanical Engineers (ASME) 2022
Subjects:
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