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To influence future such analyses, the Professional Team conducted a demonstration UA/SA for the FCHLPM using a Rankine-vortex hurricane wind field model and surrogate damage function.
To influence future such analyses, the Professional Team conducted a demonstration uncertainty and sensitivity analysis for the FCHLPM using a Rankine-vortex hurricane wind field model and surrogate damage function.
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However, this also shows the need for novel prognostic models and surrogate parameters for the degree of liver injury and disease progression [ 34].
Novel techniques of multiple runs for model development and surrogate data analysis for model validation are suggested for prediction of biomedical outcomes based on small datasets for classification and regression tasks.
The probability of failure is estimated using Monte Carlo simulation and surrogate models.
A case study comparing the trenches obtained from seabed contact model, static analysis, and surrogate model, shows that the different trench profiles and the associated maximum fatigue damage are in close agreement.
The dynamic performance of the heat exchanger was evaluated with a physics-based model, and statistical surrogate models were derived from the experimental results.
As negative controls for nonlinearity we produced two time series, an instance of an autoregressive (AR) model, and a surrogate [30], from each experimental time series (Figure S10).
The model used discharge and surrogate predictors to model annual sediment load.
By leveraging empirical models, physics-based approaches, and surrogate modeling techniques, it enables the rapid and parametric assessment and optimization of a multitude of design concepts.
For the purpose of comparison, a four-species surrogate model and a ten-species surrogate model of the aviation kerosene RP-3 (Rocket Propellant 3) were tested against the published experimental data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com