Sentence examples for using a forward model from inspiring English sources

Instead of explicitly using a forward model, NNs attempt to approximate the relationship between the measured radiance and the atmospheric parameter of interest directly by means of a nonlinear regression on a given training set [20].

Our approach simultaneously defines the best-fit in situ maximum horizontal stress magnitude (S Hmax) and rock unconfined compressive strength (UCS), using a forward model of compressional borehole breakouts that is constrained by observations of wellbore failure, or lack of wellbore failure, at the two adjacent holes.

We quantified computationally the dependency of MEG and EEG on the source orientation using a forward model with realistic tissue boundaries.

A multiple-linear regression (MLR) relationship is established between average subsurface ECe and the three EM34 signal data using a forward modeling stepwise linear modeling approach.

A powerful approach to assess how constriction patterns and tissue properties can impact lung function is to use a forward model to predict impedances at various frequency ranges and interpret the results obtained from inverse modeling.

We use a forward model to define expected breakout widths for a wide range of boundary conditions and rock properties and then identify the combinations of far-field stress magnitude and UCS that best reproduce measured breakout widths at Hole C0002A and the lack of breakouts at Hole C0002F, which were drilled with different annular pressures.

We used a forward model ( G) to calculate the fields ( F) in the sensors given a dipolar source ( q) at location r: F =  Gq r(t).

Variables, which were associated with the outcome (p<0.10) using Wald tests for trend, were entered into a multivariable model using a forward stepwise model selection strategy.

Exact logistic regression was used for multivariable modeling using a forward stepwise model building approach.

When CHOP score, performance status, histology, smoking and EORTC prognostic score were considered simultaneously using a forward stepwise model, the most parsimonious model retained only CHOP score and performance status (HRCHOP score 0.332, P=0.014; HRperformance status 2.501, P=0.000; n=46).

The final multivariate models were constructed using a forward stepwise model selection approach.