Sentence examples for model output using from inspiring English sources

Due to the spatially detailed mapping of isoprene emissions over the study area, it was possible to validate the model output using field data collected at a precise time and place by replicating those conditions in the model.

The probability p y|x,θ) for a given tag sequence y can be computed from the model output using a softmax operation: p y|x, theta) = frac{e^{s x, y)}} {sum_{j} e^{s x, j)}}.

We analyzed the model output using the R statistical programming language, and created the graphs using the R package ggplot2 (31).

This file contains the data and model output used in figures 1-4.

The model output used in this paper is available upon request from F.D., L.N. and S.V. ([email protected]).be

Both the crowd model and dynamical system are coupled in a time-stepping framework with crowd model output used to update the dynamical system at each time-step.

It seems likely that deterministic model output used to estimate atmospheric processes, including pollution, such as the widely used Community Multiscale Air Quality model, contain systematic errors that induce correlated errors in model output, because of either errors in inputs or aspects of the system under study that are not captured by the model.

In this study, a general framework for analytical UQ of model outputs using a Gaussian process (GP) metamodel is presented, where case inputs are characterized as normal and/or uniform random variables.

The model calibration process refers to an estimate of the model parameters to fit the model results to a set of observed data, while the validation process refers to an evaluation of the results of the model outputs using the calibrated model parameters compared to the observed outcomes.

The AMIGO_LRank method ranks the model parameters according to their influence on the model outputs, using several sensitivity measures.

The model discrepancy quantifies the ability of the simulator to reproduce the physical state of the system being modelled when the physical inputs are used, and is estimated by examination of model outputs using a variety of model inputs.