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Based on one set of model parameters the characteristic of electronic and protonic potential, the relative surface coverage and the parasitic current densities in the catalyst layers were studied.
In this case, one set of model parameters is needed, the only variable being the crystal volume fraction.
The objective is to obtain quantitative agreement between the constitutive theory and all experimental results using one set of model parameters for each material system.
For the given observed sedimentary facies successions, can there be more than one set of model parameters found meeting the forward stratigraphic model?
For specimens corresponding to significantly different amounts and/or plastic nature of fines, the permanent strain levels predicted using one set of model parameters differed significantly from those predicted using another set of model parameters developed for another gradation.
This problem stems from the fact that the hard decision tree structure assigns each model parameter to exactly one cluster (corresponding to a small part of the large contextual space): each training sample contributes to the estimation of only one set of model parameters (one mean vector and one covariance matrix).
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Conclusions: Our results highlight the need to use an ensemble approach, instead of relying on any one set of modeling choices, to assess the potential risks associated with O3-related human health effects resulting from climate change.
One set of models focused on maternal PCB concentration in relation to all three thymus volume measurements; the other examined time-varying PCB exposure based on maternal and 6- and 16-month infant PCB concentrations as the exposure of interest.
One set of models starts with the actual real-world conditions - i.e. with high levels of atmospheric greenhouse gases - and reveals how frequently the extreme event occurs.
The Romantics understood another peril of using only one set of models or metaphors: because the theories and models we use structure our vision and analysis, relying on only one is like depending on a single lantern to see in the dark, or using one set of cognitive spectacles to make sense of everything about the world.
One set of models will start with the actual climate conditions at the start of December 2013, while another set will begin with conditions that would have existed in a world without climate change, ie much lower greenhouse gas levels, lower sea surface temperatures and much greater sea ice cover in the Arctic.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com