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The proposed integrated approach was able to capture the dynamics of mass finishing process more accurately compared to that of other commonly available data analytical models.
Key ingredients of policy analysis are data; analytical models, including their documentation and validation; and effective communication of the results to policy makers, in particular of the assumptions in models and uncertainty in estimates.
To achieve a reliable and trustworthy CIDN, we present a framework called FACID, which leverages data analytical models and hypothesis testing methods for efficient, distributed and sequential feedback aggregations.
Based on the collected data, analytical models of the characteristics are determined (including model structure and parameter estimation) and the final nonlinear model in the state space is obtained.
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A single data analytical model cannot be applied to a set of compounds of diverse chemical structure.
The predictive ability of the model is verified through comparisons to numerous published experimental data and analytical models.
The results provide validation data for analytical models that account for the effect of airfoil thickness on the high frequency gust response.
The flow model in single nanotube and relative permeability model in nanoporous media have been validated by comparing with the various molecular simulations, experimental data, and analytical models.
By matching experimental data to analytical models one can gain a better understanding of the diffusion process for nitrogen into aluminum and formation of aluminum nitride.
An identification procedure based on experimental data and analytical models of increasing complexity is proposed to estimate the stiffness of the isolation devices and, ultimately, to determine an accurate numerical model of the bridge.
Together, the cold and hot motor tests provide NASA with the range of data for analytical models that can predict how the booster will perform over a range of scenarios.
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CEO of Professional Science Editing for Scientists @ prosciediting.com