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Torrent: A MATLAB® Primer for Technical Programming for Materials Science and Engineering (2020, Elsevier Inc) - Leonid Burstein [Woodhead Publishing Series in Technology and Engineering] [ENG] [pdf] [LIBGEN]
A MATLAB® Primer for Technical Programming for Materials Science and Engineering (2020, Elsevier Inc) - Leonid Burstein [Woodhead Publishing Series in Technology and Engineering] [ENG] [pdf] [LIBGEN]
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Tytuł: A MATLAB® Primer for Technical Programming for Materials Science and Engineering
Rok: 2020
Wydawca: Elsevier Inc
Seria: Woodhead Publishing Series in Technology and Engineering
Format: pdf

..::(Opis)::..

A MATLAB® Primer for Technical Programming for Materials Science and Engineering draws on examples from the field, providing the latest information on this programming tool that is targeted towards materials science. The book enables non-programmers to master MATLAB® in order to solve problems in materials science, assuming only a modest mathematical background. In addition, the book introduces programming and technical concepts in a logical manner to help students use MATLAB® for subsequent projects. This title offers materials scientists who are non-programming specialists with a coherent and focused introduction to MATLAB®.
Front matter
Copyright
Dedication
Preface
Introduction
Some history
Purpose and audience of the book
About the book topics
The structure of the chapters
About MATLAB versions
Order of presentation
Basics of MATLAB®
Launching MATLAB
 MATLAB Desktop and its toolstrip and windows
  Toolstrip
  Command window
  Workspace window
  Current folder window
 Interactive calculations with elementary math functions
 Help commands and Help Window
 About toolboxes
 About variables and commands to variable management
 Output formats
 Output commands
 Application examples
  Bravais lattice: Volume of the triclinic crystal unit cell
  Brinell hardness number
  Friction coefficient
  Stress intensity factor
Vectors, matrices, and arrays
 Vectors and matrices: Generation and handling
  Generation of vectors
  Generation of matrices and arrays
 Matrix operations
  Addition and subtraction
  Multiplication
  Division
 Array operations
 Commands for generation of some special matrices
 Displaying table with the disp and fprintf commands
 Application examples
  Volume via vectors
  Generating table of names of statistical measures
  Diffusion coefficient statistics
  Mean time between failures
Flow control
 Relational and logical operators
  Relational operators
  Logical operators
   Application example: Screening of the metals in respect to their density
 The If statements
 Loops in MATLAB
 Application examples
  Isothermal liquid density: Defining coefficients of the linear fit
  Bulk modulus of a material
  Molar concentration
Questions and exercises for self-testing
Answers to selected questions and exercises
Graphics and presentations
Two- and three-dimensional plots
 Two-dimensional plots
  Multiple curves on the 2D plot
   The plot command for multiple curves
   The hold command for generating multiple curves
  Several plots on the same page
  Formatting 2D plots using commands or the Plot Tools editor
   Commands for 2D plot formatting
   The Image 103 commands
   The axis commands
   The xlabel, ylabel, and title commands
   The gtext and text commands
   The legend command
    Formatting text strings
  About interactive plot formatting
 Three-dimensional plots
  Presenting line in 3D plots
  Presenting mesh in 3D plots
  Surfaces in 3D plots
  Formatting and rotating 3D plots
   Setting the figure colors with the colormap command
   The view command, viewpoint, and different 3D projections of the graph
  About the 3D plot rotation
 Specialized two- and threedimensional plots
  Plot with error bars
  Plot with semilogarithmic axes
  Plot with two y-axes
Statistical plots
 The hist command
 The bar command
 The Data Statistics tool
Supplementary commands for generating 2D and 3D graphs
Application examples
 Surface tension of fluid as a function of temperature
 Stress-strain graph generated by the experimental data
 The Lennard-Jones interatomic potential
 Transient one-dimensional diffusion
 Temperature of a square plate
 Velocity distribution of the gas molecules
Questions and exercises for self-testing
Answer to selected questions and exercises
Writing programs for technical computing
Scripts and script files
 How to create, save, and run the script file
  Saving the script file
  About the Current folder
  Running script file
 Input the variable values from the Command Window
User-defined functions and function files
 Creating the user-defined function
  Definition line of the function
  Lines with the help comments
  Function body, local, and global variables
 Function file
 Running a user-defined function
  Script and user-defined function files, comparison
Selected MATLAB functions and its applications in MSE
 The interp1 function for interpolation and extrapolation
 Nonlinear algebraic equation solution
 Finding of the extremal points of a function
 Integration
  The quad function
  The trapz function
 Derivative calculation
 Supplementary commands for interpolation, equation solution, integration, and differentiation
Live Editor
 Launching the Live Editor
 Creating the life script with the Live Editor
 Supplementary information for using the Live Editor
  Creating Live Function
  Opening the existing script as a live script and user-defined function as a live function
  Text formatting options
  About the interactive controls
Application examples
 Convertor from Brinell to Vickers and Rockwell hardness
 Dynamic viscosity: Reyn to pascal-second and vice versa convertor
 Thermal conductivity data interpolation
 Density of a solid at given pressure and temperature
 Maximal radiance of a surface by the Planck's law
 Isochoric thermal pressure coefficient of a substance in the solid state
 Isothermal compressibility for a gaseous substance
Questions and exercises for self-testing
Answers to selected questions and exercises
Curve fitting commands and the Basic Fitting tool
Fitting with polynomials and some other functions
 Fitting by polynomials
 Fitting with nonpolynomial functions
 About the goodness of fit
Interactive fitting with the Basic Fitting interface
 The ``Plot fits´´ panel items
  ``Select data´´ field
  ``Center and scale x data´´ box
  ``Check to display fits on figure´´ area
  ``Show equation´´ box and ``Significant digits´´ field
  ``Plot residuals´´ box with two adjacent fields
  ``Show norm of residuals´´ box
 The ``Numerical results´´ panel items
  ``Fit´´ dropdown list
  ``Coefficients and norm of residuals´´ box
  ``Save to workspace´´ button
 The ``Find y=f(x)´´ panel items
  ``Enter value(s) or a valid MATLAB expression´´
  ``Save to workspace´´ button
  ``Plot evaluated results´´ box
 An example of using the ``Basic Fitting´´ tool
Single- and multivariate fitting via optimization
Application examples
 Fitting of the compressibility factor with the virial series
 Thermal conductivity fitting with the 3rd and 4th degree polynomials
 Fitting the stress-strain data by the nonpolynomial equation
 Fitting of the specific heat of a metal with the Basic Fitting interface
 Fitting the dynamical viscosity-temperature-pressure data by optimization
Questions and exercises for self-testing
Answers to selected questions and exercises
ODE-, PDEPE-solvers, and PDE Modeler tool with applications
Ordinary differential equations and ODE solver
 About numerical methods for solving ODEs
 The ode45 and ode15s commands for solving ODEs
  ODE solution steps
  Extended command forms of the ODE solver
 Supplementary commands of the ODE solver
Solving partial differential equations with PDE solver
 About numerical methods for solving PDEs
 The pdepe command for solving one-dimensional PDEs
 The steps for solving a PDE with the pdepe command
Partial differential equations with the PDE toolbox interface
 Solution steps in the PDE Modeler
 Exporting the obtained solution and mesh to the MATLAB workspace
 Conversion of the solution from the triangular to rectangular grid
 Drawing in PDE Modeler
Application examples
 Examples with the ODE applications
  Heat transfer with a temperature-dependent material property
  Polymeric materials kinetics; step-growth polymerization
 Examples with one-dimensional PDEs
  One-dimensional diffusion equation with Neumann boundaries
  The diffusion Brusselator PDEs
 Examples with solving the two-dimensional PDEs with the PDE Modeler
  Two-dimensional heat transfer equation with temperature-dependent property of a material
  Two-dimensional transient diffusion equation with coordinate-dependent initial conditions
Questions and exercises for self-testing
Answers to selected questions and exercises
Appendix: Characters, operators,
and commands for mastering
programs
Index
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