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Bücher Englische Bücher An Introduction to Scientific Computing
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An Introduction to Scientific Computing
Ionut Danaila, Pascal Joly, Sidi Mahmoud Kaber, Marie Postel (Broschiert, Englisch)
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Beschreibung
This book provides fifteen computational projects aimed at numerically solving problems from a broad range of applications including Fluid Mechanics, Chemistry, Elasticity, Thermal Science, Computer Aided Design, Signal and Image Processing. For each project the reader is guided through the typical steps of scientific computing from physical and mathematical description of the problem to numerical… formulation and programming and finally to critical discussion of numerical results. Considerable emphasis is placed on practical issues of computational methods. The last section of each project contains the solutions to all proposed exercises and guides the reader in using the MATLAB scripts. The mathematical framework provides a basic foundation in numerical analysis of partial differential equations and main discretization techniques, such as finite differences, finite elements, spectral methods and wavelets. The book is primarily intended as a graduate-level textin applied mathematics, but it may also be used by students in engineering or physical sciences. It will also be a useful reference for researchers and practicing engineers. The second edition builds upon its earlier material (revised and updated) with three all-new chapters intended to reinforce the presentation of mathematical aspects on numerical methods: Fourier approximation, high-order finite difference methods, and basic tools for numerical optimization. Corresponding new applications and programs concern spectral Fourier methods to solve ordinary differential equations, finite difference methods up to sixth-order to solve boundary value problems and, finally, optimization strategies to fit parameters of an epidemiological model. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
08.11.2024
Sprache
Englisch
EAN
9783031350344
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Ionut Danaila, Pascal Joly, Sidi Mahmoud Kaber, Marie Postel
Seitenanzahl
373
Auflage
2
Einbandart
Broschiert
Buch Untertitel
Fifteen Computational Projects Solved with MATLAB
Schlagwörter
Analysis, MATLAB, Signal, Wavelet, computer-aided design (CAD), finite element method, finite elements, image processing, kinetics, mechanics, model, numerical analysis, optimization, programming, scientific computing
Thema-Inhalt
PBW - Angewandte Mathematik
PBKS - Numerische Mathematik
UYQ - Künstliche Intelligenz
PHU - Mathematische Physik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Palgrave Macmillan, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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