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A series of 18 alternative models were developed based on the same model structure but parameterised using different sources – expert judgement, field data or a combination of the two.
By using the same model structure, but species-specific parameters, the model can be used to simulate immune responses in mouse and human.
A QDE model is the abstraction of a set of ODE models sharing the same model structure but with varying parameter values.
Differences in the number of additional individuals among cytotypes were tested using the same model structure, but assuming a Poisson error distribution.
One should expect that this observation is true for any model structure, but it was shown here that S-system models allow its exploration in a most translucent fashion.
An intermediate model, which employs the revised model structure, but retains the original model parameters, is used to illustrate the incremental effect of incorporating additional model complexity, and revising and updating the parameter estimates.
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Our results can be applied to most of the usual model structures, but we assume that the true system is in the model set.
As shown in Figure 1, local lDDT scores are not dominated by different domain orientations between the target and the model structures, but correctly reflect the accuracy of the local atomic environment surrounding the residue under investigation in the model.
Not only is the final model structure presented but we also provide a complete description of the physical behavior of wind turbines facing power system stability problems.
We have taken a naïve approach to reduce the bias of the modeller in the selection of one model structure over another but more importantly to benefit from the multi-disciplinary interaction between experts.
When multiple experiments in different experimental conditions are considered, typically the same model structure is assumed, but the initial conditions and stimuli are adapted to the new conditions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com