Modeling and Computational Methods for Kinetic Equations

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In recent years kinetic theory has developed in many areas of the physical sciences and engineering, and has extended the borders of its traditional fields of application. New applications in traffic flow engineering, granular media modeling, and polymer and phase transition physics have resulted in new numerical algorithms which depart from traditional stochastic Monte--Carlo methods.

This monograph is a self-contained presentation of such recently developed aspects of kinetic theory, as well as a comprehensive account of the fundamentals of the theory. Emphasizing modeling techniques and numerical methods, the book provides a unified treatment of kinetic equations not found in more focused theoretical or applied works.

The book is divided into two parts. Part I is devoted to the most fundamental kinetic model: the Boltzmann equation of rarefied gas dynamics. Additionally, widely used numerical methods for the discretization of the Boltzmann equation are reviewed: the Monte--Carlo method, spectral methods, and finite-difference methods. Part II considers specific applications: plasma kinetic modeling using the Landau--Fokker--Planck equations, traffic flow modeling, granular media modeling, quantum kinetic modeling, and coagulation-fragmentation problems.

Modeling and Computational Methods of Kinetic Equations will be accessible to readers working in different communities where kinetic theory is important: graduate students, researchers and practitioners in mathematical physics, applied mathematics, and various branches of engineering. The work may be used for self-study, as a reference text, or in graduate-level courses in kinetic theory and its applications.

Author(s): Pierre Degond (auth.), Pierre Degond, Lorenzo Pareschi, Giovanni Russo (eds.)
Series: Modeling and Simulation in Science, Engineering and Technology
Edition: 1
Publisher: Birkhäuser Basel
Year: 2004

Language: English
Pages: 356
Tags: Computational Mathematics and Numerical Analysis;Applications of Mathematics;Theoretical, Mathematical and Computational Physics;Fluid- and Aerodynamics;Soft and Granular Matter, Complex Fluids and Microfluidics;Appl.Mathematics/Com

Front Matter....Pages i-xi
Front Matter....Pages 1-1
Macroscopic limits of the Boltzmann equation: a review....Pages 3-57
Moment equations for charged particles: global existence results....Pages 59-80
Monte-Carlo methods for the Boltzmann equation....Pages 81-115
Accurate numerical methods for the Boltzmann equation....Pages 117-145
Finite-difference methods for the Boltzmann equation for binary gas mixtures....Pages 147-167
Front Matter....Pages 169-169
Plasma kinetic models: the Fokker-Planck-Landau equation....Pages 171-193
On multipole approximations of the Fokker-Planck-Landau operator....Pages 195-218
Traffic flow: models and numerics....Pages 219-258
Modelling and numerical methods for granular gases....Pages 259-285
Quantum kinetic theory: modelling and numerics for Bose-Einstein condensation....Pages 287-320
On coalescence equations and related models....Pages 321-356