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Introduction to Computational Stochastic PDEs

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Introduction to Computational Stochastic PDEs Gabriel Lord
Libristo kod: 02086115
Nakladnici Cambridge University Press, kolovoz 2014
This book gives a comprehensive introduction to numerical methods and analysis of stochastic process... Cijeli opis
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This book gives a comprehensive introduction to numerical methods and analysis of stochastic processes, random fields and stochastic differential equations, and offers graduate students and researchers powerful tools for understanding uncertainty quantification for risk analysis. Coverage includes traditional stochastic ODEs with white noise forcing, strong and weak approximation, and the multi-level Monte Carlo method. Later chapters apply the theory of random fields to the numerical solution of elliptic PDEs with correlated random data, discuss the Monte Carlo method, and introduce stochastic Galerkin finite-element methods. Finally, stochastic parabolic PDEs are developed. Assuming little previous exposure to probability and statistics, theory is developed in tandem with state-of-the-art computational methods through worked examples, exercises, theorems and proofs. The set of MATLAB codes included (and downloadable) allows readers to perform computations themselves and solve the test problems discussed. Practical examples are drawn from finance, mathematical biology, neuroscience, fluid flow modelling and materials science.

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Informacije o knjizi

Puni naziv Introduction to Computational Stochastic PDEs
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2014
Broj stranica 520
EAN 9780521728522
ISBN 0521728525
Libristo kod 02086115
Težina 1024
Dimenzije 178 x 248 x 23
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