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Moreover, it enables us to investigate the intrinsic relationship between the model parameters, identify possible degeneracies in the parameter space, and optimize the model by eliminating model redundancies.
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The model parameters identified for the target functions suggested that the models mass, stiffness and damping parameters increase with increasing body mass.
The resulting posterior distributions of the model parameters identified low friction angles for solid-solid interactions and the Wen-Yu correlation for the drag model as the optimal model input parameters and values (i.e., values that could have plausibly reproduced the experimental results).
The simulation models with parameters identified from finite element analysis and the experiments are developed.
Modeltest [24] was used to test 56 possible DNA substitution model parameters, and identify the best fit model for the data.
To evaluate the sensitivity of our core model parameters and identify critical enablers of resilience, we varied parameters and model assumptions within a range thought to bound realism: relaxed compliance (60%); delayed strategy implementation thresholds (day after 30 or 100 individuals are diagnosed within the community); relaxed rescinding of strategies (3 cases in 7 days).
We apply a Bayesian calibration method 16, 17, 18 to infer the model parameters and identify the most probable model, given the available data.
The identified grey-box model parameters are identified from data and the resulting model fits the data well.
The model was parameterised in two steps using a small set of measured data: the majority of model parameters were identified without EGR before identifying additional EGR related constants.
Detailed constitutive models that fully describe the behaviour of frictional interfaces are often unduly complicated; in which case simpler phenomenological models having parameters identified from vibration tests may be preferable.
Model parameters are identified with confidence intervals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com