Sentence examples for based on ensemble averaging from inspiring English sources

These include methods based on ensemble averaging of particle motions in conjectural networks of tubes or idealised particle beds or, alternatively, Monte Carlo simulations of the motions of large samples of particles through a particular network structure.

Following traditional catalyst impregnation optimization based on ensemble averaged characterization and catalytic performance measurements it would be far from trivial to find this optimal catalyst composition.

The forecast component is based on ensemble flow forecasting.

A MapReduce approach based on ensemble learning and data resampling can be found in [47].

Calculation of accessibility is based on ensemble free energies.

The spectral subtraction filter uses the instantaneous spectra of the noisy signal and the running average (time-averaged spectra) of the noise, whereas the Wiener filter is based on the ensemble average spectra of the signal and noise.

The simulated snow frequency distributions based on the ensemble averages of 10 GCMs (Table S2) from the Coupled Model Intercomparison Project Phase 5 (CMIP5) archive for the same period (1981 2000) under the historical run16 downscaled by Bias-Correction Constructed Analogues (BCCA) method17, are similar to observations.

In contrast to simply analysing an individual experiment, it is statistically important to compile a compendium of six nucleosome positioning datasets based on an ensemble average.

An algorithmic approach to handle imbalanced data distributions is based on ensembles of classifiers.

The analysis of stochastic geometry is based on averaging over an ensemble of spatial realizations.

Based on the ensemble-volume averaging process and the first-order effects of eigenstrains due to the existence of chopped fibers and microcracks, an effective yield criterion of the composites is derived.