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The positive behavior of both models was verified by Pearson and Spearman coefficient and mean squared error (MSE).
We investigate the behavior of both models using yeast cell-cycle data and the simulated data of Werhli et al. [A.V. Werhli, M. Grzegorczyk, D. Husmeier, Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical Gaussian models, and Bayesian networks, Bioinformatics 22 (2206) 2222–2231].
Compared the cascaded analysis model (38) with the complete model (39), the dynamic behavior of both models are quite similar as displayed in Figure 8, where the steady-state error between the two cases is less than 6%.
The physical behavior of both models is determined by the relative strength of the hopping parameter t and the two interaction parameters U, which stands for the on-site Coulomb repulsion between fermions of opposite spin, and V, which represents the repulsive nearest-neighbor interaction.
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Taking into account that τ(t) is a monotonic function of t and τ(t) → ∞ as t → ∞, we conclude that the asymptotic behaviors of both models coincide.
Consequently, the single phosphorylation site kinetic model was sufficient to describe and predict the observed behavior of both classical and substrate-selective model.
To determine whether the screened ensemble of models becomes increasingly predictive, we test the behavior of the remaining models when both Tkt and Pps are simultaneously overexpressed two-fold.
More exciting to her than the newly sex-positive design pivot or her own rave reviews was the behavior of the models themselves.
The behavior of the models spans the kinetics allowable by thermodynamics.
Or behavior of other models, such as yours?
The simulated behavior of these models differs significantly from the expected bi-stable switch behavior.
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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