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Full Description
The minisymposium "Parametric and Non-Parametric Methods of Data Analysis at Multiscale Modeling" provided an opportunity to exchange ideas and experiences at the crossroads of three disciplines: materials science, image analysis and statistical data analysis, where new research possibilities have appeared with the rapid development of computer hardware: an increase in the processing speed and the size of the memory available - there has been a rapid development of data analysis methods that were previously not possible to use in practice due to the required computing power. The minisymposium was organized as part of the WCCM 2014, 11th World Congress on Computational Mechanics, which was held in Barcelona, Spain on 20-25 July, 2014.
Contents
Preface and Conference Organizers
The Uncertainty and Robustness of the Principal Component Analysis as a Tool for the Dimensionality Reduction
The Principal Component Analysis of Tribological Tests of Surface Layers Modified with IF-WS2 Nanoparticles
The Empirical Assessment of the Convergence Rate for the Bootstrap Estimation in Design of Experiment Approach
The Bootstrap Analysis of One-Way ANOVA Stability in the Case of the Ceramic Shell Mould of Airfoil Blade Casting
An Iterative Shooting Method for the Solution of Higher Order Boundary Value Problems with Additional Boundary Conditions
The Parametric RSM Model with Higher Order Terms for the Meat Tumbler Machine Process
The Impact of Detection Methods on the Results of Quantitative Analysis of the Surface Layer WC-CoAl2O3
Ionic Polymer-Metal Composite Actuators: Investigation of Parametric Model Based on Electrical Values
