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This allowed for uncertainty of variables and variability.
Deep learning methods have the potential to improve prediction of materials deterioration, especially where the interaction of variables is not empirically understood, and there is significant uncertainty of variables to the extent that many variables may remain unknown.
The aim of this work is to develop quantitative approaches to manage uncertainty of variables or functions modeled by complex systems where both experimental and simulation data are available.
The first step of this study was to analyze the uncertainty of variables involved in the modeling of energy production from geopressured geothermal aquifers.
It is a disaggregate project evaluation method that integrates stakeholder trade-offs with the performance of alternatives while explicitly recognizing both the uncertainty of variables and the risk disposition of decision makers.
However, some information will always be difficult to quantify, such as the impact that tephra remobilisation will have on clean-up operations, due to the uncertainty of variables such as wind, rain, and grain size.
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Problems are addressed where learning about unobservable inputs of a forward model, e.g. reducing the epistemic uncertainty of fixed yet unknown parameters and/or quantifying the aleatory uncertainty of variable inputs, is based on processing response measurements.
For a discrete variable X, the entropy H X) is the measure of average uncertainty of variable X and can be defined by: (1) H X = − ∑ x ∈ X p x log p x, where p(x) is the probability of each discrete value x in X.
Since HIV infection other than through injecting drug use and sexual intercourse is unlikely in this population, this may suggest the uncertainty of behavioural variables or that the behavioural variables we used could reflect the risk for HIV infection only partially.
However, what has recently received much attention of researchers is the variability and uncertainty of input variables in the stability analysis of self-excited vibrations.
The uncertainty propagation law helps to infer the uncertainty of unobservable variables from known or assumed relationship with observable variable.
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CEO of Professional Science Editing for Scientists @ prosciediting.com