
Introduction to Mathematical Modeling : A Course in Mechanics.
Title:
Introduction to Mathematical Modeling : A Course in Mechanics.
Author:
Oden, J. Tinsley.
ISBN:
9781118105764
Personal Author:
Edition:
1st ed.
Physical Description:
1 online resource (350 pages)
Series:
Wiley Series in Computational Mechanics
Contents:
An Introduction to Mathematical Modeling: A Course in Mechanics -- Contents -- Preface -- I Nonlinear Continuum Mechanics -- 1 Kinematics of Deformable Bodies -- 1.1 Motion -- 1.2 Strain and Deformation Tensors -- 1.3 Rates of Motion -- 1.4 Rates of Deformation -- 1.5 The Piola Transformation -- 1.6 The Polar Decomposition Theorem -- 1.7 Principal Directions and Invariants of Deformation and Strain -- 1.8 The Reynolds' Transport Theorem -- 2 Mass and Momentum -- 2.1 Local Forms of the Principle of Conservation of Mass -- 2.2 Momentum -- 3 Force and Stress in Deformable Bodies -- 4 The Principles of Balance of Linear and Angular Momentum -- 4.1 Cauchy's Theorem: The Cauchy Stress Tensor -- 4.2 The Equations of Motion (Linear Momentum) -- 4.3 The Equations of Motion Referred to the Reference Configuration: The Piola-Kirchhoff Stress Tensors -- 4.4 Power -- 5 The Principle of Conservation of Energy -- 5.1 Energy and the Conservation of Energy -- 5.2 Local Forms of the Principle of Conservation of Energy -- 6 Thermodynamics of Continua and the Second Law -- 7 Constitutive Equations -- 7.1 Rules and Principles for Constitutive Equations -- 7.2 Principle of Material Frame Indifference -- 7.2.1 Solids -- 7.2.2 Fluids -- 7.3 The Coleman-Noll Method: Consistency with the Second Law of Thermodynamics -- 8 Examples and Applications -- 8.1 The Navier-Stokes Equations for Incompressible Flow -- 8.2 Flow of Gases and Compressible Fluids: The Compressible Navier-Stokes Equations -- 8.3 Heat Conduction -- 8.4 Theory of Elasticity -- II Electromagnetic Field Theory and Quantum Mechanics -- 9 Electromagnetic Waves -- 9.1 Introduction -- 9.2 Electric Fields -- 9.3 Gauss's Law -- 9.4 Electric Potential Energy -- 9.4.1 Atom Models -- 9.5 Magnetic Fields -- 9.6 Some Properties of Waves -- 9.7 Maxwell's Equations -- 9.8 Electromagnetic Waves.
10 Introduction to Quantum Mechanics -- 10.1 Introductory Comments -- 10.2 Wave and Particle Mechanics -- 10.3 Heisenberg's Uncertainty Principle -- 10.4 Schrödinger's Equation -- 10.4.1 The Case of a Free Particle -- 10.4.2 Superposition in Rn -- 10.4.3 Hamiltonian Form -- 10.4.4 The Case of Potential Energy -- 10.4.5 Relativistic Quantum Mechanics -- 10.4.6 General Formulations of Schrödinger's Equation -- 10.4.7 The Time-Independent Schrödinger Equation -- 10.5 Elementary Properties of the Wave Equation -- 10.5.1 Review -- 10.5.2 Momentum -- 10.5.3 Wave Packets and Fourier Transforms -- 10.6 The Wave-Momentum Duality -- 10.7 Appendix: A Brief Review of Probability Densities -- 11 Dynamical Variables and Observables in Quantum Mechanics: The Mathematical Formalism -- 11.1 Introductory Remarks -- 11.2 The Hilbert Spaces L2(R) (or L2(Rd)) and H1(R) (or H1(Rd)) -- 11.3 Dynamical Variables and Hermitian Operators -- 11.4 Spectral Theory of Hermitian Operators: The Discrete Spectrum -- 11.5 Observables and Statistical Distributions -- 11.6 The Continuous Spectrum -- 11.7 The Generalized Uncertainty Principle for Dynamical Variables -- 11.7.1 Simultaneous Eigenfunctions -- 12 Applications: The Harmonic Oscillator and the Hydrogen Atom -- 12.1 Introductory Remarks -- 12.2 Ground States and Energy Quanta: The Harmonic Oscillator -- 12.3 The Hydrogen Atom -- 12.3.1 Schrödinger Equation in Spherical Coordinates -- 12.3.2 The Radial Equation -- 12.3.3 The Angular Equation -- 12.3.4 The Orbitals of the Hydrogen Atom -- 12.3.5 Spectroscopic States -- 13 Spin and Pauli's Principle -- 13.1 Angular Momentum and Spin -- 13.2 Extrinsic Angular Momentum -- 13.2.1 The Ladder Property: Raising and Lowering States -- 13.3 Spin -- 13.4 Identical Particles and Pauli's Principle -- 13.5 The Helium Atom -- 13.6 Variational Principle -- 14 Atomic and Molecular Structure.
14.1 Introduction -- 14.2 Electronic Structure of Atomic Elements -- 14.3 The Periodic Table -- 14.4 Atomic Bonds and Molecules -- 14.5 Examples of Molecular Structures -- 15 Ab Initio Methods: Approximate Methods and Density Functional Theory -- 15.1 Introduction -- 15.2 The Born-Oppenheimer Approximation -- 15.3 The Hartree and the Hartree-Fock Methods -- 15.3.1 The Hartree Method -- 15.3.2 The Hartree-Fock Method -- 15.3.3 The Roothaan Equations -- 15.4 Density Functional Theory -- 15.4.1 Electron Density -- 15.4.2 The Hohenberg-Kohn Theorem -- 15.4.3 The Kohn-Sham Theory -- III Statistical Mechanics -- 16 Basic Concepts: Ensembles, Distribution Functions, and Averages -- 16.1 Introductory Remarks -- 16.2 Hamiltonian Mechanics -- 16.2.1 The Hamiltonian and the Equations of Motion -- 16.3 Phase Functions and Time Averages -- 16.4 Ensembles, Ensemble Averages, and Ergodic Systems -- 16.5 Statistical Mechanics of Isolated Systems -- 16.6 The Microcanonical Ensemble -- 16.6.1 Composite Systems -- 16.7 The Canonical Ensemble -- 16.8 The Grand Canonical Ensemble -- 16.9 Appendix: A Brief Account of Molecular Dynamics -- 16.9.1 Newtonian's Equations of Motion -- 16.9.2 Potential Functions -- 16.9.3 Numerical Solution of the Dynamical System -- 17 Statistical Mechanics Basis of Classical Thermodynamics -- 17.1 Introductory Remarks -- 17.2 Energy and the First Law of Thermodynamics -- 17.3 Statistical Mechanics Interpretation of the Rate of Work in Quasi-Static Processes -- 17.4 Statistical Mechanics Interpretation of the First Law of Thermodynamics -- 17.4.1 Statistical Interpretation of Q -- 17.5 Entropy and the Partition Function -- 17.6 Conjugate Hamiltonians -- 17.7 The Gibbs Relations -- 17.8 Monte Carlo and Metropolis Methods -- 17.8.1 The Partition Function for a Canonical Ensemble -- 17.8.2 The Metropolis Method.
17.9 Kinetic Theory: Boltzmann's Equation of Nonequilibrium Statistical Mechanics -- 17.9.1 Boltzmann's Equation -- 17.9.2 Collision Invariants -- 17.9.3 The Continuum Mechanics of Compressible Fluids and Gases: The Macroscopic Balance Laws -- Exercises -- Bibliography -- Index.
Abstract:
A modern approach to mathematical modeling, featuring unique applications from the field of mechanics An Introduction to Mathematical Modeling: A Course in Mechanics is designed to survey the mathematical models that form the foundations of modern science and incorporates examples that illustrate how the most successful models arise from basic principles in modern and classical mathematical physics. Written by a world authority on mathematical theory and computational mechanics, the book presents an account of continuum mechanics, electromagnetic field theory, quantum mechanics, and statistical mechanics for readers with varied backgrounds in engineering, computer science, mathematics, and physics. The author streamlines a comprehensive understanding of the topic in three clearly organized sections: Nonlinear Continuum Mechanics introduces kinematics as well as force and stress in deformable bodies; mass and momentum; balance of linear and angular momentum; conservation of energy; and constitutive equations Electromagnetic Field Theory and Quantum Mechanics contains a brief account of electromagnetic wave theory and Maxwell's equations as well as an introductory account of quantum mechanics with related topics including ab initio methods and Spin and Pauli's principles Statistical Mechanics presents an introduction to statistical mechanics of systems in thermodynamic equilibrium as well as continuum mechanics, quantum mechanics, and molecular dynamics Each part of the book concludes with exercise sets that allow readers to test their understanding of the presented material. Key theorems and fundamental equations are highlighted throughout, and an extensive bibliography outlines resources for further study. Extensively class-tested to ensure an accessible presentation, An Introduction to Mathematical Modeling is an excellent
book for courses on introductory mathematical modeling and statistical mechanics at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for professionals working in the areas of modeling and simulation, physics, and computational engineering.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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