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Last month, Standard & Poor's acknowledged that it had discovered errors in the models it used to rate the debt obligations as well.
Two possible errors in the models that are needed to determine the metabolic fluxes from labeling data are omitted reactions and ignored occurrence of channeling.
Analysis of the physical dependencies indicates some serious concerns regarding the presence of compensating errors in the models for the distribution parameter and void-weighted area-average drift velocity.
In Model-Driven Engineering, the models are used to generate automatically large portions of the system implementation, and hence, if there are errors in the models, they are spread onward to the implementation.
Considering the errors in the models, this paper contests the applicability of the thick-walled cylinder approach to model the time to cover cracking as well as the rate of lateral expansion of concrete after cover cracking using experimental results from 12 RC beams (153 × 254 × 3000 mm) corroded under a sustained load.
Retallack speculates that errors in the models used to interpret geochemical data caused them to incorrectly estimate CO2 levels during the suspect warming periods.
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Testing how the outputs change by varying input values can help weed out errors in the model.
The initialization can, in addition to providing information about the phase of the internal variability, correct systematic errors in the model response to external forcings29,32.
These detailed comparisons have been used to determine the errors in the model predictions.
"We'd realised that particularly up around the north magnetic pole, the errors in the model had become too large for it to be useful," said Beggan, who works on the model.
Sufficiently reliable predictions, which require a calibrated ensemble spread, can be made taking into account the systematic errors in the model variability in a sort of calibration a posteriori45.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com