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Numerical Methods for Conservation Laws: From Analysis to Algorithm

✍ Scribed by Jan S. Hesthaven


Publisher
SIAM - Society for Industrial and Applied Mathematics
Year
2018
Tongue
English
Leaves
571
Series
Computational Science and Engineering
Edition
First
Category
Library

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✦ Synopsis


Conservation laws are the mathematical expression of the principles of conservation and provide effective and accurate predictive models of our physical world. Although intense research activity during the last decades has led to substantial advances in the development of powerful computational methods for conservation laws, their solution remains a challenge and many questions are left open; thus it is an active and fruitful area of research. Numerical Methods for Conservation Laws: From Analysis to Algorithms:offers the first comprehensive introduction to modern computational methods and their analysis for hyperbolic conservation laws, building on intense research activities for more than four decades of development;discusses classic results on monotone and finite difference/finite volume schemes, but emphasizes the successful development of high-order accurate methods for hyperbolic conservation laws;addresses modern concepts of TVD and entropy stability, strongly stable Runge-Kutta schemes, and limiter-based methods before discussing essentially nonoscillatory schemes, discontinuous Galerkin methods, and spectral methods;explores algorithmic aspects of these methods, emphasizing one- and two-dimensional problems and the development and analysis of an extensive range of methods; includes MATLAB software with which all main methods and computational results in the book can be reproduced; anddemonstrates the performance of many methods on a set of benchmark problems to allow direct comparisons.

✦ Subjects


Machine Theory;AI & Machine Learning;Computer Science;Computers & Technology;Applied;Biomathematics;Differential Equations;Game Theory;Graph Theory;Linear Programming;Probability & Statistics;Statistics;Stochastic Modeling;Vector Analysis;Mathematics;Science & Math


πŸ“œ SIMILAR VOLUMES


Numerical Methods for Conservation Laws
✍ Randall J. Leveque πŸ“‚ Library πŸ“… 1992 πŸ› Birkhauser 🌐 English

This is a very good book, and covers all the main issues. It is clear and rigorous. Some topics are covered in brief and additional references may be needed to fully understand the topic.

Numerical methods for conservation laws
✍ Randall J. LeVeque, R. Leveque πŸ“‚ Library πŸ“… 1992 πŸ› Birkhauser 🌐 English

These notes were developed for a graduate-level course on the theory and numerical solution of nonlinear hyperbolic systems of conservation laws. Part I deals with the basic mathematical theory of the equations: the notion of weak solutions, entropy conditions, and a detailed description of the wave

Numerical Methods for Conservation Laws
✍ Randall J. LeVeque (auth.) πŸ“‚ Library πŸ“… 1992 πŸ› BirkhΓ€user Basel 🌐 English

<p>These notes developed from a course on the numerical solution of conservation laws first taught at the University of Washington in the fall of 1988 and then at ETH during the following spring. The overall emphasis is on studying the mathematical tools that are essential in deΒ­ veloping, analyzing