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 shastic MonteCarlo 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 MonteCarlo method, spectral methods, and finite-difference methods. Part II considers specific applications: plasma kinetic modeling using the LandauFokkerPlanck 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.
|Series:||Modeling and Simulation in Science, Engineering and Technology|
|Edition description:||Softcover reprint of the original 1st ed. 2004|
|Product dimensions:||6.10(w) x 9.25(h) x 0.03(d)|
Table of Contents
Preface Part I: Rarefied Gases Macroscopic Limits of the Boltzmann Equation: A Review Moment Equations for Charged Particles: Global Existence Results Monte-Carlo Methods for the Boltzmann Equation Accurate Numerical Methods for the Boltzmann Equation Finite-Difference Methods for the Boltzmann Equation for Binary Gas Mixtures Part II: Applications Plasma Kinetic Models: The Fokker-Planck-Landau Equation On Multipole Approximations of the Fokker-Planck-Landau Operator Traffic Flow: Models and Numerics Modelling and Numerical Methods for Granular Gases Quantum Kinetic Theory: Modelling and Numerics for BoseEinstein Condensation On Coalescence Equations and Related Models