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11/21/2019
Computer Model Emulation with High-Dimensional Functional Output in Large-Scale Observing System Uncertainty Experiments
The observing system uncertainty experiments (OSUEs) have been widely us...
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11/14/2019
Kriging: Beyond Matérn
The Matérn covariance function is a popular choice for prediction in spa...
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10/22/2019
Objective Bayesian Analysis of a Cokriging Model for Hierarchical Multifidelity Codes
Autoregressive cokriging models have been widely used to emulate multipl...
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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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09/12/2018
Spatio-Temporal Data Fusion for Massive Sea Surface Temperature Data from MODIS and AMSR-E Instruments
Remote sensing data have been widely used to study many geophysical proc...
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12/31/2017
Low-Cost Bayesian Inference for Additive Approximate Gaussian Process
Gaussian process models have been widely used in spatial/spatio-temporal...
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11/01/2017