Fast Radial Basis Functions for Engineering Applications (Record no. 427127)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04760nam a22004815i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9783319750118 |
| -- | 978-3-319-75011-8 |
| 024 7# - | |
| -- | 10.1007/978-3-319-75011-8 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QA71-90 |
| 072 #7 - | |
| -- | PDE |
| -- | bicssc |
| 072 #7 - | |
| -- | COM014000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PDE |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 004 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Biancolini, Marco Evangelos. |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| Title | Fast Radial Basis Functions for Engineering Applications |
| Medium | [electronic resource] / |
| Statement of responsibility, etc | by Marco Evangelos Biancolini. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | author. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture | 2017. |
| 300 ## - | |
| -- | XIV, 358 p. 316 illus. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 505 0# - | |
| -- | 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. |
| 520 ## - | |
| -- | 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 mathematical tool mature enough for useful engineering applications. Their mathematical foundation is well established and the tool has proven to be effective in many fields, as the mathematical framework can be adapted in several ways. A candidate application can be faced considering the features of RBF: multidimensional space (including 2D and 3D), numerous radial functions available, global and compact support, interpolation/regression. This great flexibility makes RBF attractive – and their great potential has only been partially discovered. This is because of the difficulty in taking a first step toward RBF as they are not commonly part of engineers’ cultural background, but also due to the numerical complexity of RBF problems that scales up very quickly with the number of RBF centers. Fast RBF algorithms are available to alleviate this and high-performance computing (HPC) can provide further aid. Nevertheless, a consolidated tradition in using RBF in engineering applications is still missing and the beginner can be confused by the literature, which in many cases is presented with language and symbolisms familiar to mathematicians but which can be cryptic for engineers. The book is divided in two main sections. The first covers the foundations of RBF, the tools available for their quick implementation and guidelines for facing new challenges; the second part is a collection of practical RBF applications in engineering, covering several topics, including response surface interpolation in n-dimensional spaces, mapping of magnetic loads, mapping of pressure loads, up-scaling of flow fields, stress/strain analysis by experimental displacement fields, implicit surfaces, mesh to cad deformation, mesh morphing for crack propagation in 3D, ice and snow accretion using computational fluid dynamics (CFD) data, shape optimization for external aerodynamics, and use of adjoint data for surface sculpting. For each application, the complete path is clearly and consistently exposed using the systematic approach defined in the first section. |
| 650 #0 - | |
| -- | Computer science. |
| 650 #0 - | |
| -- | Computer software. |
| 650 #0 - | |
| -- | Mechanical engineering. |
| 650 14 - | |
| -- | Computational Science and Engineering. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M14026 |
| 650 24 - | |
| -- | Algorithm Analysis and Problem Complexity. |
| -- | http://scigraph.springernature.com/things/product-market-codes/I16021 |
| 650 24 - | |
| -- | Structural Mechanics. |
| -- | http://scigraph.springernature.com/things/product-market-codes/T15028 |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319750095 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319750101 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-3-319-75011-8 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
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