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Model evaluations of concepts of growth.
The joint analysis reveals large interdependencies between data and model evaluations.
She uses a mix of ethnographic qualitative methods to understand decision-makers' climate information needs, and quantitative climate model evaluations and downscaling to develop usable climate information tools.
Reliability analysis requires a large number of original model evaluations, especially for high-nonlinear and high-dimensional problems.
The design cost reduces to only 34 equivalent high-fidelity model evaluations versus 168 obtained with the conventional method.
The framework accommodates scheduling of multiple physical model evaluations based on an adaptive load balancing library and shows excellent scalability.
The model evaluations were performed using observed streamflows, GRACE-derived TWSC, and actual evapotranspiration (ET) estimates from flux towers and from the water balance approach.
She uses qualitative and participatory research methods to understand decision-makers' climate information needs, as well as quantitative climate model evaluations and data analyses to develop decision-relevant science and tools.
D-MORPH is a regression technique, it can construct the full PCE models with model evaluations much less than the unknown coefficients.
The results of the three optimization studies show that total cost increases from about 12 equivalent high fidelity model evaluations to 34.
In this circumstance, MCS requires a potentially burdensome (if not computationally intractable) number of model evaluations to obtain a credible estimate of the global statistics.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com