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02/26/2023
Recursive Nearest Neighbor Co-Kriging Models for Big Multiple Fidelity Spatial Data Sets
Large datasets are daily gathered from different remote sensing platform...
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08/17/2022
Bayesian Latent Variable Co-kriging Model in Remote Sensing for Observations with Quality Flagged
Remote sensing data products often include quality flags that inform use...
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04/03/2020
Hierarchical Bayesian Nearest Neighbor Co-Kriging Gaussian Process Models; An Application to Intersatellite Calibration
Recent advancements in remote sensing technology and the increasing size...
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10/17/2019
Bayesian analysis of multifidelity computer models with local features and non-nested experimental designs: Application to the WRF model
We propose a multi-fidelity Bayesian emulator for the analysis of the We...
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09/04/2019
Multifidelity Computer Model Emulation with High-Dimensional Output: An Application to Storm Surge
Hurricane-driven storm surge is one of the most deadly and costly natura...
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09/04/2019
Multifidelity Computer Model Emulation with High-Dimensional Output
Hurricane-driven storm surge is one of the most deadly and costly natura...
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07/31/2019
Ice Model Calibration Using Semi-continuous Spatial Data
Rapid changes in Earth's cryosphere caused by human activity can lead to...
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12/31/2017