Marc Goodfellow | DeepAI

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Featured Co-authors

Peter Challenor
16 publications
Hossein Mohammadi
10 publications
Daniel Williamson
8 publications

research

∙ 04/15/2021

Emulating computationally expensive dynamical simulators using Gaussian processes

A Gaussian process (GP)-based methodology is proposed to emulate computa...

0 Hossein Mohammadi, et al. ∙

research

∙ 05/04/2020

Cross-validation based adaptive sampling for Gaussian process models

In many real-world applications, we are interested in approximating blac...

0 Hossein Mohammadi, et al. ∙

research

∙ 03/05/2019

Emulating computer models with step-discontinuous outputs using Gaussian processes

In many real-world applications, we are interested in approximating func...

0 Hossein Mohammadi, et al. ∙

research

∙ 02/21/2018

Emulating dynamic non-linear simulators using Gaussian processes

In this paper, we examine the emulation of non-linear deterministic comp...

0 Hossein Mohammadi, et al. ∙