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Discover LudwigThe phrase "ideally model" is not correct in standard written English
It seems to be a combination of two words that may not convey a clear meaning without additional context. Example: "In an ideally modeled scenario, we would achieve perfect results."
Exact(2)
Figure 1 shows how SED-ML could fit into a modeler's simulation workflow: Ideally, model authors will provide SED-ML files together with their publications, describing how to reproduce the presented simulation results.
Ideally, model predictions would incorporate variation as well as uncertainty.
Similar(58)
Ideally, models bridge the (partly unknown) behavior of the actors and the stylized facts observed empirically.
The dictionary, ideally, models the prior of natural images and is therefore free from all kinds of distortions.
Each image is ideally modeled as a central projection according to the pinhole camera model [16]: the projection center, the image point and the corresponding point in the space lie on the same line.
Ideally, models are trained on a well-characterised dataset and evaluated using a separate, preferably blinded, test set consisting of new samples from diseased and healthy individuals.
Ideally, models are specified with our conditions in mind, be it as a list of reactions (as, e.g., in COPASI) or some graphical notation (e.g., continuous Petri nets).
Ideally, models should employ a time course empirically based on analogous interventions (Wilkinson et al. 2009).
Ideally, models should be based on data that can be regarded as the climatic mean for the evaluation period.
Ideally, models should be applied to an independent set of samples with known outcomes and performance measures on this data set reported.
Ideally, models should represent a balance between simplicity, which may increase robustness, and complexity, which should enhance realism (Soller and Eisenberg 2008).
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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