Sentence examples for emulator accuracy from inspiring English sources

Results indicated that the Maximin Latin Hypercube sampling method outperformed the LP-τ method with higher emulator accuracy.

In this study, we investigate how the degree of incorporating mechanisms into the design of the GP emulator influences emulation accuracy.

We apply this framework to a simulator for the shallow water equations in a channel and compare emulation accuracy for emulators based on different spatial discretization levels of the channel and for a standard non-mechanistic emulator.

We investigate the complementary approach of increasing emulation accuracy by including knowledge about the mechanisms of the simulator into the formulation of the emulator.

Extensive experimental characterization confirms the validity of the proposed embedded emulator both from the accuracy point of view, showing a supplying current error which, in the worst case, does not exceed 7%%, and from the latency point of view which has been estimated on about 172 μs.

The first set of experiments provides a characterization independent from the type of energy source emulated and is aimed at the following: (i) evaluating the accuracy of the emulator when it measures the current supplied to the load device; (ii) empirically characterizing the latency of the emulation platform.

Extensive characterization experiments confirm the validity of the proposed emulator both in terms of accuracy and in terms of computational performance.

An extensive experimental characterization confirms the validity of the embedded emulator in terms of flexibility, accuracy, and latency while a case study about the emulation of a lithium battery shows that the hardware-software platform does not introduce any measurable reduction of the accuracy of the model.

The goal of this paper is to compare the gain in accuracy of these emulators by enlarging the design data set and by varying the degree of simplification of the linear model.

This allows us to decreases the required number of design data to achieve a similar accuracy as a non-mechanistic emulator.

The accuracy and reliability of these emulators strongly depend on the experimental design where suitable evaluation points are selected.