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The resulting models at the molecular scale can also be used to test or verify under which conditions simplifications may be applied to reduce the complexity of larger models without changing their dynamic response.
We therefore recalibrated the models without changing the underlying parameters.
Increasing the number of models without changing other aspects of the training setting did not improve the results of student assessment.
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The seeds improve the computational performance of the model without changing the optimal solution.
Changing the number of receptive field stimuli considered redefines the parameters of the model without changing its other properties (see Methods).
This is mathematically equivalent to stating that a preferred-orientation correction modifies the experimental intensities to fit the model – without changing the model.
Importantly, treatment interventions may have a positive impact on lung dysfunction in the bleomycin model without changing collagen content or histology [ 9].
3) Two of the reviewers also raised concerns about the way you attempted to simulate the effects of perturbation by manipulating the input signal of the regression model without changing its learned coefficients.
We discovered that cholic acid cholic acid dimeric phospholipid form self-assembled aggregates in model membranes without changing membrane fluidity; whereas cholic acid deoxycholic acid derived amphiphile induces membranes fluidity and hydration of model membranes.
Based on the biological fluctuation framework, the model is proposed without changing the essence of the stochastic property of the Lévy walks model of one of the simplest creature, Escherichia coli.
But the truth is that the governments on both sides of the intellectual divide could go a long way to making their models work better, without changing their underlying beliefs.On the continental side, there is nothing especially socially cohesive about labour laws that favour insiders over outsiders, or rules that make the costs of starting a business excessive.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com