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Gaining intuition from these simple models, we then present more extensive phylodynamic simulations that incorporate the occurrence of both antigenic and non-antigenic (largely deleterious) mutations.
This situation can pose problems, both for analytic methods (e.g., some spectral techniques) that may only be appropriate for a sparse network, as well as for visualization and the accompanying implications for gaining intuition from and communicating information about large data sets.
We now first highlight the importance of epidemiological dynamics and the competition-reducing nature of antigenic change in the Introduction: "Gaining intuition from these simple models a pattern that is inconsistent with the long-term evolutionary dynamics of influenza A/H3N2 in humans".
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A high-level explanation of this algorithm will help us gain intuition about how the self-stabilizing algorithms for weighted matching and weighted k-clique matching work.
It is a common practice to use visualizations to gain intuition about features that have been learned by a trained ConvNet.
I... try to gain intuition so that I can then report to the biomedical engineers and then tell them, "These might be the sorts of experiments that you might want to run".
In this paper, we learn useful leaf features directly from the raw representations of input data using Convolutional Neural Networks (CNN), and gain intuition of the chosen features based on a Deconvolutional Network (DN) approach.
To gain intuition about this result, it is important to mention at this point that aggregate remittances are more important in the province of Risaralda than in Valle del Cauca.
J.W.C.: You can take a natural phenomenon, such as a heart attack or anything that you would like to understand the mechanisms for... [and] you can... run mathematical and computer-based simulations... to gain intuition, as opposed to actually having to maybe excise a heart from a rabbit or a sheep or something like that to run an experiment.
Eric continues, "So they [kids] can begin to gain intuition and build complex systems so that when they're older, it won't come as a shock that there are rarely simple answers in the world, and that it's rarely black and white, good or bad, red or blue.
Here we consider a simplified pathway to gain intuition of the key processes involved.
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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