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04/15/2021
Emulating computationally expensive dynamical simulators using Gaussian processes
A Gaussian process (GP)-based methodology is proposed to emulate computa...
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05/04/2020
Cross-validation based adaptive sampling for Gaussian process models
In many real-world applications, we are interested in approximating blac...
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03/05/2019
Emulating computer models with step-discontinuous outputs using Gaussian processes
In many real-world applications, we are interested in approximating func...
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02/21/2018