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Fast Radial Basis Functions for Engineering Applications

This book presents the first “How To” guide to the use of radial basis functions (RBF). It provides a clear vision of their potential, an overview of ready-for-use computational tools and precise guidelines to implement new engineering applications of RBF. Radial basis functions (RBF) are a mathemat...

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Main Author: Biancolini, Marco Evangelos. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Subjects:
Computer mathematics.
Algorithms.
Mechanics.
Mechanics, Applied.
Computational Science and Engineering.
Algorithm Analysis and Problem Complexity.
Solid Mechanics.
Online Access:https://doi.org/10.1007/978-3-319-75011-8
Table of Contents:
  • Introduction
  • Fast RBF for Engineering Applications
  • Radial Basis Functions
  • RBF Tools
  • Can I Benefit of RBF? Guidelines
  • Examples
  • A CFD Shape Optimization Approach Based on Mesh Morphing and RBF Response Surface Method
  • Radial Basis Functions for the Interpolation of Hemodynamics Flow Pattern: A Quantitative Analysis
  • Radial Basis Functions for the Image Analysis of Deformations
  • A New Workflow for Patient Specific Image-based Hemodynamics: Parametric Study of the Carotid Bifurcation
  • Conclusions.

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