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Wolf-Gladrow, D.A. [2000]
Lattice-Gas Cellular Automata and Lattice Boltzmann Models - An Introduction
Springer, Berlin, 308 pp. (Lecture Notes in Mathematics ; 1725) Remark (September 2002): The original edition is now out of print. A slightly revised version (compare `Errata'; and `Additions'; under: {http://www.awi-bremerhaven.de/Modelling/LGCA+LBM/} is available online under: {http://link.springer.de/link/service/series/0304/index.htm}.
Abstract:
Lattice-gas cellular automata (LGCA) and lattice Boltzmann models (LBM) are relatively new and promising methods for the numerical solution of nonlinear partial differential equations. The book provides an introduction for graduate students and researchers. Working knowledge of calculus is required and experience in PDEs and fluid dynamics is recommended. Some peculiarities of cellular automata are outlined in Chapter 2. The properties of various LGCA and special coding techniques are discussed in Chapter 3. Concepts from statistical mechanics (Chapter 4) provide the necessary theoretical background for LGCA and LBM. The properties of lattice Boltzmann models and a method for their construction are presented in Chapter 5.
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