Search Results for author: Peter Challenor

Found 2 papers, 1 papers with code

Predicting the Output From a Stochastic Computer Model When a Deterministic Approximation is Available

1 code implementation4 Feb 2019 Evan Baker, Peter Challenor, Matt Eames

The analysis of computer models can be aided by the construction of surrogate models, or emulators, that statistically model the numerical computer model.

Methodology

Emulating dynamic non-linear simulators using Gaussian processes

no code implementations21 Feb 2018 Hossein Mohammadi, Peter Challenor, Marc Goodfellow

The dynamic emulation of non-linear deterministic computer codes where the output is a time series, possibly multivariate, is examined.

Gaussian Processes Time Series +1

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