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A parametric study, using the validated finite element models, is completed for additional widths (12.7 mm and 140 mm) and thicknesses (6.35 mm and 19.1 mm) to investigate the effect of these parameters on circumferential strains, contact pressure, strain state, and to make modeling recommendations.
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The proposed framework can significantly advance the research in meta-modeling recommendation, and can be applied for data-driven system modeling.
To address these research gaps, we propose a general meta-modeling recommendation system using meta-learning which can automate the meta-modeling recommendation process by intelligently adapting the learning bias to problem characterizations.
To further improve the performance of meta-learning for meta-modeling recommendation, different types of feature reduction techniques, including singular value decomposition, stepwise regression and ReliefF, are studied.
Moreover, the computational cost of meta-modeling recommendation is significantly reduced from an order of minutes to seconds compared to traditional trial-and-error and ensemble process.
We discuss the current international UV irradiance measurement and modeling program and make recommendations about its continuation.
Recommendations regarding modeling methodology and the effect of electrochemical and process parameters on the thickness distribution have been developed.
Additionally, the consequences of changing a number of geometry and material parameters were evaluated based on modeling efforts, and design recommendations have been made.
9. (modelling or modeling).tw.tw
To identify facilitators and barriers to modeling and teaching safe sleep recommendations in the hospital inpatient setting to guide development of nursing education.
Several guidelines and recommendations for reducing modeling uncertainties have been also provided throughout the discussions along with some useful ideas for mitigating tritium contaminations in the hydrogen product.
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