NUMERICAL, SYMBOLIC AND STATISTICAL COMPUTING FOR CHEMICAL ENGINEERS USING MATLAB

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Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 9387472523
Total Pages : 416 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis NUMERICAL, SYMBOLIC AND STATISTICAL COMPUTING FOR CHEMICAL ENGINEERS USING MATLAB by : Ghosh, Pallab

Download or read book NUMERICAL, SYMBOLIC AND STATISTICAL COMPUTING FOR CHEMICAL ENGINEERS USING MATLAB written by Ghosh, Pallab and published by PHI Learning Pvt. Ltd.. This book was released on 2018-09-01 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerical, analytical and statistical computations are routine affairs for chemical engineers. They usually prefer a single software to solve their computational problems, and at present, MATLAB has emerged as a powerful computational language, which is preferably used for this purpose, due to its built-in functions and toolboxes. Considering the needs and convenience of the students, the author has made an attempt to write this book, which explains the various concepts of MATLAB in a systematic way and makes its readers proficient in using MATLAB for computing. It mainly focuses on the applications of MATLAB, rather than its use in programming basic numerical algorithms. Commencing with the introduction to MATLAB, the text covers vector and matrix computations, solution of linear and non-linear equations, differentiation and integration, and solution of ordinary and partial differential equations. Next, analytical computations using the Symbolic Math Toolbox and statistical computations using the Statistics and Machine Learning Toolbox are explained. Finally, the book describes various curve fitting techniques using the Curve Fitting Toolbox. Inclusion of all these advanced-level topics in the book stands it out from the rest. KEY FEATURES  Numerous worked-out examples to enable the readers understand the steps involved in solving the chemical engineering problems  MATLAB codes to explain the computational techniques  Several snapshots to help the readers understand the step-by-step procedures of using the toolboxes  Chapter-end exercises, including short-answer questions and numerical problems  Appendix comprising the definitions of some important and special matrices  Supplemented with Solutions Manual containing complete detailed solutions to the unsolved analytical problems  Accessibility of selected colour figures (including screenshots and results/outputs of the programs) cited in the text at www.phindia.com/Pallab_Ghosh. TARGET AUDIENCE • BE/B.Tech (Chemical Engineering) • ME/M.Tech (Chemical Engineering)

Numerical, Symbolic and Statistical Computing for Chemical E

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Publisher :
ISBN 13 : 9789387472518
Total Pages : pages
Book Rating : 4.4/5 (725 download)

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Book Synopsis Numerical, Symbolic and Statistical Computing for Chemical E by : Pallab Ghosh

Download or read book Numerical, Symbolic and Statistical Computing for Chemical E written by Pallab Ghosh and published by . This book was released on 2018-10-30 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Numerical Methods for Chemical Engineering

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Publisher : Cambridge University Press
ISBN 13 : 9780521859714
Total Pages : 496 pages
Book Rating : 4.8/5 (597 download)

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Book Synopsis Numerical Methods for Chemical Engineering by : Kenneth J. Beers

Download or read book Numerical Methods for Chemical Engineering written by Kenneth J. Beers and published by Cambridge University Press. This book was released on 2007 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of numerical mathematics and scientific computing to chemical engineering.

Numerical Methods for Chemical Engineers with MATLAB Applications

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Publisher : Prentice Hall
ISBN 13 :
Total Pages : 602 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Numerical Methods for Chemical Engineers with MATLAB Applications by : A. Constantinides

Download or read book Numerical Methods for Chemical Engineers with MATLAB Applications written by A. Constantinides and published by Prentice Hall. This book was released on 1999 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master numerical methods using MATLAB, today's leading software for problem solving. This complete guide to numerical methods in chemical engineering is the first to take full advantage of MATLAB's powerful calculation environment. Every chapter contains several examples using general MATLAB functions that implement the method and can also be applied to many other problems in the same category. The authors begin by introducing the solution of nonlinear equations using several standard approaches, including methods of successive substitution and linear interpolation; the Wegstein method, the Newton-Raphson method; the Eigenvalue method; and synthetic division algorithms. With these fundamentals in hand, they move on to simultaneous linear algebraic equations, covering matrix and vector operations; Cramer's rule; Gauss methods; the Jacobi method; and the characteristic-value problem. Additional coverage includes: Finite difference methods, and interpolation of equally and unequally spaced points Numerical differentiation and integration, including differentiation by backward, forward, and central finite differences; Newton-Cotes formulas; and the Gauss Quadrature Two detailed chapters on ordinary and partial differential equations Linear and nonlinear regression analyses, including least squares, estimated vector of parameters, method of steepest descent, Gauss-Newton method, Marquardt Method, Newton Method, and multiple nonlinear regression The numerical methods covered here represent virtually all of those commonly used by practicing chemical engineers. The focus on MATLAB enables readers to accomplish more, with less complexity, than was possible with traditional FORTRAN. For those unfamiliar with MATLAB, a brief introduction is provided as an Appendix. Over 60+ MATLAB examples, methods, and function scripts are covered, and all of them are included on the book's CD

MATLAB Numerical Methods with Chemical Engineering Applications

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Publisher : McGraw Hill Professional
ISBN 13 : 0071831290
Total Pages : 385 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis MATLAB Numerical Methods with Chemical Engineering Applications by : Kamal I. M. Al-Malah

Download or read book MATLAB Numerical Methods with Chemical Engineering Applications written by Kamal I. M. Al-Malah and published by McGraw Hill Professional. This book was released on 2013-07-31 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical, professional guide to MATLAB computational techniques and engineering applications MATLAB Numerical Methods with Chemical Engineering Applications shows you, step by step, how to use MATLAB® to model and simulate physical problems in the chemical engineering realm. Written for MATLAB 7.11, this hands-on resource contains concise explanations of essential MATLAB commands, as well as easy-to-follow instructions for using the programming features, graphical capabilities, and desktop interface. Every step needed toward the final solution is algorithmically explained via snapshots of the MATLAB platform in parallel with the text. End-of-chapter problems help you practice what you've learned. Master this powerful computational tool using this detailed, self-teaching guide. COVERAGE INCLUDES: MATLAB basics Matrices MATLAB scripting language: M-file Image and image analysis Curve-fitting Numerical integration Solving differential equations A system of algebraic equations Statistics Chemical engineering applications MATLAB Graphical User Interface Design Environment (GUIDE)

Numerical Methods for Chemical Engineering

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Publisher :
ISBN 13 :
Total Pages : 474 pages
Book Rating : 4.:/5 (94 download)

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Book Synopsis Numerical Methods for Chemical Engineering by : Kenneth J. Beers

Download or read book Numerical Methods for Chemical Engineering written by Kenneth J. Beers and published by . This book was released on 2007 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suitable for a first year graduate course, this textbook unites the applications of numerical mathematics and scientific computing to the practice of chemical engineering. Written in a pedagogic style, the book describes basic linear and nonlinear algebric systems all the way through to stochastic methods, Bayesian statistics and parameter estimation. These subjects are developed at a level of mathematics suitable for graduate engineering study without the exhaustive level of the theoretical mathematical detail. The implementation of numerical methods in MATLAB is integrated within each chapter and numerous examples in chemical engineering are provided, with a library of corresponding MATLAB programs. This book will provide the graduate student with essential tools required by industry and research alike. Supplementary material includes solutions to homework problems set in the text, MATLAB programs and tutorial, lecture slides, and complicated derivations for the more advanced reader. These are available online at www.cambridge.org/9780521859714. Numerous applications specific to chemical engineering and MATLAB integrated into each chapter, with an extensive library of example problems also located on the web It avoids theoretically detailed mathematics Contains numerous problems and homework exercises at the end of each chapter categorised according to difficulty with solutions available on the resource site.

Chemical Engineering Computation with MATLAB®

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Publisher : CRC Press
ISBN 13 : 1000284921
Total Pages : 657 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Chemical Engineering Computation with MATLAB® by : Yeong Koo Yeo

Download or read book Chemical Engineering Computation with MATLAB® written by Yeong Koo Yeo and published by CRC Press. This book was released on 2020-12-16 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemical Engineering Computation with MATLAB®, Second Edition continues to present basic to advanced levels of problem-solving techniques using MATLAB as the computation environment. The Second Edition provides even more examples and problems extracted from core chemical engineering subject areas and all code is updated to MATLAB version 2020. It also includes a new chapter on computational intelligence and: Offers exercises and extensive problem-solving instruction and solutions for various problems Features solutions developed using fundamental principles to construct mathematical models and an equation-oriented approach to generate numerical results Delivers a wealth of examples to demonstrate the implementation of various problem-solving approaches and methodologies for problem formulation, problem solving, analysis, and presentation, as well as visualization and documentation of results Includes an appendix offering an introduction to MATLAB for readers unfamiliar with the program, which will allow them to write their own MATLAB programs and follow the examples in the book Provides aid with advanced problems that are often encountered in graduate research and industrial operations, such as nonlinear regression, parameter estimation in differential systems, two-point boundary value problems and partial differential equations and optimization This essential textbook readies engineering students, researchers, and professionals to be proficient in the use of MATLAB to solve sophisticated real-world problems within the interdisciplinary field of chemical engineering. The text features a solutions manual, lecture slides, and MATLAB program files._

Applied Numerical Methods for Chemical Engineers

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Publisher : Academic Press
ISBN 13 : 0128229349
Total Pages : 503 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Applied Numerical Methods for Chemical Engineers by : Navid Mostoufi

Download or read book Applied Numerical Methods for Chemical Engineers written by Navid Mostoufi and published by Academic Press. This book was released on 2022-05-22 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Numerical Methods for Chemical Engineers emphasizes the derivation of a variety of numerical methods and their application to the solution of engineering problems, with special attention to problems in the chemical engineering field. These algorithms encompass linear and nonlinear algebraic equations, eigenvalue problems, finite difference methods, interpolation, differentiation and integration, ordinary differential equations, boundary value problems, partial differential equations, and linear and nonlinear regression analysis. MATLAB is adopted as the calculation environment throughout the book because of its ability to perform all the calculations in matrix form, its large library of built-in functions, its strong structural language, and its rich graphical visualization tools. Through this book, students and other users will learn about the basic features, advantages and disadvantages of various numerical methods, learn and practice many useful m-files developed for different numerical methods in addition to the MATLAB built-in solvers, develop and set up mathematical models for problems commonly encountered in chemical engineering, and solve chemical engineering related problems through examples and after-chapter problems with MATLAB by creating application m-files. Clearly and concisely develops a variety of numerical methods and applies them to the solution of chemical engineering problems. These algorithms encompass linear and nonlinear algebraic equations, eigenvalue problems, finite difference methods, interpolation, linear and nonlinear regression analysis, differentiation and integration, ordinary differential equations, boundary value problems, and partial differential equations Includes systematic development of the calculus of finite differences and its application to the integration of differential equations, and a detailed discussion of nonlinear regression analysis, with powerful programs for implementing multivariable nonlinear regression and statistical analysis of the results Makes extensive use of MATLAB and Excel, with most of the methods discussed implemented into general MATLAB functions. All the MATLAB-language scripts developed are listed in the text and included in the book’s companion website Includes numerous real-world examples and homework problems drawn from the field of chemical and biochemical engineering

Numerical Techniques for Chemical and Biological Engineers Using MATLAB®

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Publisher : Springer Science & Business Media
ISBN 13 : 0387681671
Total Pages : 590 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Numerical Techniques for Chemical and Biological Engineers Using MATLAB® by : Said S.E.H. Elnashaie

Download or read book Numerical Techniques for Chemical and Biological Engineers Using MATLAB® written by Said S.E.H. Elnashaie and published by Springer Science & Business Media. This book was released on 2007-03-12 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary book presents numerical techniques needed for chemical and biological engineers using Matlab. The book begins by exploring general cases, and moves on to specific ones. The text includes a large number of detailed illustrations, exercises and industrial examples. The book provides detailed mathematics and engineering background in the appendixes, including an introduction to Matlab. The text will be useful to undergraduate students in chemical/biological engineering, and in applied mathematics and numerical analysis.

Chemical Engineering Computation with MATLAB

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Publisher : CRC Press
ISBN 13 : 9781138039896
Total Pages : 0 pages
Book Rating : 4.0/5 (398 download)

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Book Synopsis Chemical Engineering Computation with MATLAB by : Yeong-Koo Yeo

Download or read book Chemical Engineering Computation with MATLAB written by Yeong-Koo Yeo and published by CRC Press. This book was released on 2017-08-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 7.3.1 Single-Effect Evaporator

Computational Techniques for Process Simulation and Analysis Using MATLAB®

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Publisher : CRC Press
ISBN 13 : 149876214X
Total Pages : 493 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Computational Techniques for Process Simulation and Analysis Using MATLAB® by : Niket S. Kaisare

Download or read book Computational Techniques for Process Simulation and Analysis Using MATLAB® written by Niket S. Kaisare and published by CRC Press. This book was released on 2017-09-18 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: MATLAB® has become one of the prominent languages used in research and industry and often described as "the language of technical computing". The focus of this book will be to highlight the use of MATLAB® in technical computing; or more specifically, in solving problems in Process Simulations. This book aims to bring a practical approach to expounding theories: both numerical aspects of stability and convergence, as well as linear and nonlinear analysis of systems. The book is divided into three parts which are laid out with a "Process Analysis" viewpoint. First part covers system dynamics followed by solution of linear and nonlinear equations, including Differential Algebraic Equations (DAE) while the last part covers function approximation and optimization. Intended to be an advanced level textbook for numerical methods, simulation and analysis of process systems and computational programming lab, it covers following key points • Comprehensive coverage of numerical analyses based on MATLAB for chemical process examples. • Includes analysis of transient behavior of chemical processes. • Discusses coding hygiene, process animation and GUI exclusively. • Treatment of process dynamics, linear stability, nonlinear analysis and function approximation through contemporary examples. • Focus on simulation using MATLAB to solve ODEs and PDEs that are frequently encountered in process systems.

Applied Numerical Methods for Engineers Using MATLAB and C

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Publisher : Brooks/Cole Publishing Company
ISBN 13 : 9780534370145
Total Pages : 715 pages
Book Rating : 4.3/5 (71 download)

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Book Synopsis Applied Numerical Methods for Engineers Using MATLAB and C by : Robert Joseph Schilling

Download or read book Applied Numerical Methods for Engineers Using MATLAB and C written by Robert Joseph Schilling and published by Brooks/Cole Publishing Company. This book was released on 2000 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive discussion of numerical computing techniques with an emphasis on practical applications in the fields of civil, chemical, electrical, and mechanical engineering. It features two software libraries that implement the algorithms developed in the text - a MATLAB® toolbox, and an ANSI C library. This book is intended for undergraduate students. Each chapter includes detailed case study examples from the four engineering fields with complete solutions provided in MATLAB® and C, detailed objectives, numerous worked-out examples and illustrations, and summaries comparing the numerical techniques. Chapter problems are divided into separate analysis and computation sections. Documentation for the software is provided in text appendixes that also include a helpful review of vectors and matrices. The Instructor's Manual includes a disk with software documentation and complete solutions to both problems and examples in the book.

MATLAB Applications in Chemical Engineering

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Publisher : Chyi-Tsong Chen
ISBN 13 : 6260101066
Total Pages : 576 pages
Book Rating : 4.2/5 (61 download)

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Book Synopsis MATLAB Applications in Chemical Engineering by : Chyi-Tsong Chen

Download or read book MATLAB Applications in Chemical Engineering written by Chyi-Tsong Chen and published by Chyi-Tsong Chen. This book was released on 2022-05-20 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the applications of MATLAB® and Simulink in the solution of chemical engineering problems. By classifying the problems into seven different categories, the author organizes this book as follows: Chapter One - Solution of a System of Linear Equations Chapter Two - Solution of Nonlinear Equations Chapter Three - Interpolation, Differentiation and Integration Chapter Four- Numerical Solution of Ordinary Differential Equations Chapter Five - Numerical solution of Partial Differential Equations Chapter Six - Process Optimization Chapter Seven - Parameter Estimation Each chapter is arranged in four major parts. In the first part, the basic problem patterns that can be solved with MATLAB® are presented. The second part describes how to apply MAT-LAB® commands to solve the formulated problems in the field of chemical engineering. In the third and the fourth parts, exercises and summary of MATLAB® instructions are provided, respectively. The description of the chemical engineering example follows the sequence of problem formulation, model analysis, MATLAB® program design, execution results, and discussion. In this way, learners are first aware of the basic problem patterns and the underlying chemical engineering principles, followed by further familiarizing themselves with the relevant MATLAB® instructions and programming skills. Readers are encouraged to do exercises to practice their problem-solving skills and deepen the fundamental knowledge of chemical engineering and relevant application problems. The table of contents is listed below: Chapter 1: Solution of a System of Linear Equations 1 1.1 Properties of linear equation systems and the relevant MATLAB commands 1 1.2 Chemical engineering examples 10 1.3 Exercises 43 1.4 Summary of the MATLAB commands related to this chapter 48 Chapter 2: Solution of Nonlinear Equations 51 2.1 Relevant MATLAB commands and the Simulink solution interface 51 2.2 Chemical engineering examples 70 2.3 Exercises 103 2.4 Summary of MATLAB commands related to this chapter 122 Chapter 3: Interpolation, Differentiation, and Integration 125 3.1 Interpolation commands in MATLAB 125 3.2 Numerical differentiation 131 3.3 Numerical integration 153 3.4 Chemical engineering examples 157 3.5 Exercises 183 3.6 Summary of the MATLAB commands related to this chapter 195 Chapter 4: Numerical Solution of Ordinary Differential Equations 197 4.1 Initial value problems for ordinary differential equations 197 4.2 Higher-order ordinary differential equations 222 4.3 Stiff differential equations 227 4.4 Differential-algebraic equation system 232 4.5 Boundary-valued ordinary differential equations 236 4.6 Chemical engineering examples 254 4.7 Exercises 285 4.8 Summary of the MATLAB commands related to this chapter 308 Chapter 5: Numerical Solution of Partial Differential Equations 311 5.1 Classifications of PDEs 311 5.2 The MATLAB PDE toolbox 316 5.3 Chemical engineering examples 341 5.4 Exercises 388 5.5 Summary of the MATLAB commands related to this chapter 397 Chapter 6: Process Optimization 399 6.1 The optimization problem and the relevant MATLAB commands 399 6.2 Chemical engineering examples 448 6.3 Exercises 481 6.4 Summary of the MATLAB commands related to this chapter 501 Chapter 7: Parameter Estimation 503 7.1 Parameter estimation using the least-squares method 503 7.2 Chemical engineering examples 517 7.3 Exercises 549 7.4 Summary of the MATLAB commands related to this chapter 560 References 563 Index 569

Computational Methods in Chemical Engineering with Maple

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Publisher : Springer Science & Business Media
ISBN 13 : 9783642043116
Total Pages : 860 pages
Book Rating : 4.0/5 (431 download)

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Book Synopsis Computational Methods in Chemical Engineering with Maple by : Ralph E. White

Download or read book Computational Methods in Chemical Engineering with Maple written by Ralph E. White and published by Springer Science & Business Media. This book was released on 2010-02-06 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents Maple solutions to a wide range of problems relevant to chemical engineers and others. Many of these solutions use Maple’s symbolic capability to help bridge the gap between analytical and numerical solutions. The readers are strongly encouraged to refer to the references included in the book for a better understanding of the physics involved, and for the mathematical analysis. This book was written for a senior undergraduate or a first year graduate student course in chemical engineering. Most of the examples in this book were done in Maple 10. However, the codes should run in the most recent version of Maple. We strongly encourage the readers to use the classic worksheet (*. mws) option in Maple as we believe it is more user-friendly and robust. In chapter one you will find an introduction to Maple which includes simple basics as a convenience for the reader such as plotting, solving linear and nonlinear equations, Laplace transformations, matrix operations, ‘do loop,’ and ‘while loop. ’ Chapter two presents linear ordinary differential equations in section 1 to include homogeneous and nonhomogeneous ODEs, solving systems of ODEs using the matrix exponential and Laplace transform method. In section two of chapter two, nonlinear ordinary differential equations are presented and include simultaneous series reactions, solving nonlinear ODEs with Maple’s ‘dsolve’ command, stop conditions, differential algebraic equations, and steady state solutions. Chapter three addresses boundary value problems.

Numerical Methods and Modeling for Chemical Engineers

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Publisher : Courier Corporation
ISBN 13 : 0486493830
Total Pages : 276 pages
Book Rating : 4.4/5 (864 download)

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Book Synopsis Numerical Methods and Modeling for Chemical Engineers by : Mark E. Davis

Download or read book Numerical Methods and Modeling for Chemical Engineers written by Mark E. Davis and published by Courier Corporation. This book was released on 2013-01-01 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Geared toward advanced undergraduates or graduate students of chemical engineering studying applied mathematics, this text introduces the quantitative treatment of differential equations arising from modeling physical phenomena in chemical engineering. Coverage includes topics such as ODE-IVPs, placing emphasis on numerical methods and modeling implemented in commercial mathematical software available in 1985"--

Scientific Computing with MATLAB and Octave

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Publisher :
ISBN 13 : 9783642453687
Total Pages : 450 pages
Book Rating : 4.4/5 (536 download)

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Book Synopsis Scientific Computing with MATLAB and Octave by : Alfio Quarteroni

Download or read book Scientific Computing with MATLAB and Octave written by Alfio Quarteroni and published by . This book was released on 2014 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is an introduction to Scientific Computing, in which several numerical methods for the computer-based solution of certain classes of mathematical problems are illustrated. The authors show how to compute the zeros, the extrema, and the integrals of continuous functions, solve linear systems, approximate functions using polynomials and construct accurate approximations for the solution of ordinary and partial differential equations. To make the format concrete and appealing, the programming environments Matlab and Octave are adopted as faithful companions. The book contains the solutions to several problems posed in exercises and examples, often originating from important applications. At the end of each chapter, a specific section is devoted to subjects which were not addressed in the book and contains bibliographical references for a more comprehensive treatment of the material. From the review: " ... This carefully written textbook, the third English edition, contains substantial new developments on the numerical solution of differential equations. It is typeset in a two-color design and is written in a style suited for readers who have mathematics, natural sciences, computer sciences or economics as a background and who are interested in a well-organized introduction to the subject." Roberto Plato (Siegen), Zentralblatt MATH 1205.65002.

Numerical Methods with Chemical Engineering Applications

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Publisher : Cambridge University Press
ISBN 13 : 1107135117
Total Pages : 513 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Numerical Methods with Chemical Engineering Applications by : Kevin D. Dorfman

Download or read book Numerical Methods with Chemical Engineering Applications written by Kevin D. Dorfman and published by Cambridge University Press. This book was released on 2017-01-11 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This undergraduate textbook integrates the teaching of numerical methods and programming with problems from core chemical engineering subjects.