A mixture of a probabilistic classifier and a Gaussian process emulator, called the double emulator, improves emulation of simulators that attain their minimum on a large region, especially when the minimum is reached with a sharp derivative change.
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The Double Emulator
A mixture of a probabilistic classifier and a Gaussian process emulator, called the double emulator, improves emulation of simulators that attain their minimum on a large region, especially when the minimum is reached with a sharp derivative change.