We have compiled the list of Best Reference Books on Computational Methods subject. These books are used by students of top universities, institutes and colleges. Here is the full list of best books on Computational Methods along with reviews.
Kindly note that we have put a lot of effort into researching the best books on Computational Methods subject and came out with a recommended list of best books. The table below contains the Name of these best books, their authors, publishers and an unbiased review of books on “Computational Methods” as well as links to the Amazon website to directly purchase these books. As an Amazon Associate, we earn from qualifying purchases, but this does not impact our reviews, comparisons, and listing of these top books; the table serves as a ready reckoner list of these best books.
List of Computational Methods Books with author’s names, publishers, and an unbiased review as well as links to the Amazon website to directly purchase these books.
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- Computational Methods
- Advance Computational Methods and Optimization
- Computational Methods in Process Engineering
1. Computational Methods
| 1. “Numerical Methods for Engineers” by Steven C Chapra and Raymond P Canale
“Numerical Methods for Engineers” Book Review: This book is designed for undergraduate engineering students, postgraduate engineering students and students of mathematics. It basically covers the course in numerical methods of a semester.The book includes topics like numerical modeling, solving equations, numerical differentiation and integration, ordinary differential equations. It also comprises other topics like linear algebraic equations, curve fitting, and other relevant topics. It covers numerous problems for the students’ practice. It helps in analysing the level of understanding and application of topics in a real world context.
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| 2. “Introduction to Numerical Methods and Fortran Programming” by T R McCalla | |
| 3. “Computational Methods for Physics” by Joel Franklin
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“Computational Methods for Physics” Book Review: This book is designed for undergraduate students of physics. This book comprises numerical methods for solving easy physical problems for which a full solution is unavailable using usual mathematical techniques. It includes clear numerical methods for solving the problems. It emphasises on the logic and practice of the method. It includes revision of problems by using various numerical methods. Furthermore, it makes comparison of various methods easy. The book comprises 250 exercises at the end of every chapter.
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| 4. “An Introduction to Computational Fluid Dynamics: The Finite Volume Method” by H Versteeg
“An Introduction to Computational Fluid Dynamics: The Finite Volume Method” Book Review: This book is designed for students of CFD. It comprises the latest techniques and ways. It also includes considerable explanation of the improved topics and practice. This book covers topics such as the basics of computational fluid mechanics for the beginners. It covers an elaborate yet accessible introduction to the governing equations. Furthermore, explanation on boundary conditions of viscous fluid flows, turbulence and its design.The finite volume manner of decoding flow problems on computers.
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| 5. “Computational Methods In Engineering” by Prof S P Venkateshan and Prasanna Swaminathan
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“Computational Methods In Engineering” Book Review: This book is designed for engineering students. It explains many uses of numerical methods. It comprises the uses of these methods mathematically and rationally, focusing on programming features when required. It has a versatile process of solving interdisciplinary numericals which makes it understandable.This book includes explained questions with stepwise solutions. It also has illustrations of numerical techniques in real engineering application. It covers flowcharts and simple MATLAB codes.
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| 6. “Computational Methods for Fluid Dynamics” by Joel H Ferziger
“Computational Methods for Fluid Dynamics” Book Review: This book provides an outline of the methods used to answer numericals in fluid mechanics on computers. It includes elaborated explanations of the most frequently used methods. It covers advanced methodologies in computational fluid dynamics for instance direct and large-eddy simulation of turbulence. Furthermore, it includes topics such as grid quality, discretization methods in detail. It also comprises common roots and basic principles for many seemingly different methods. It comprises a considerable amount of practical suggestions for code developers and users.
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| 7. “Numerical Computational Methods” by P B Patil
“Numerical Computational Methods” Book Review: This book comprises numerical methods along with their algorithmic demonstration. It also contains computer programs in Visual Basic, FORTRAN and C++. It includes numerical methods in Visual Basic. It clearly explains fundamental derivations of the formulae which are converted into programs. It includes a description of the program algorithm. It presents algorithms such that every step of the algorithm can be converted into a computer program statement. It provides problems with answers.
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| 8. “Computational Methods for Reinforced Concrete Structures” by Ulrich Häußler–Combe
“Computational Methods for Reinforced Concrete Structures” Book Review: This book covers implementation of numerical methods to reinforce concrete structures. It covers a to-the-point analysis of finite elements and other numerical methods.It reviews the important material features of concrete and reinforcement and their relationship through bond. It covers fundamentals that are applied to various structural types such as bars, beams, slabs, shells, etc. It includes treatment of large displacement and dynamic problems. Furthermore solutions of short-term quasi-static problems and long-term transient problems like creep and shrinkage are also included.It contains problems with illustrations which are solved by the program package ConFem.
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| 9. “Computational Methods for Electric Power Systems, Second Edition (Electric Power Engineering Series)” by Mariesa L Crow
“Computational Methods for Electric Power Systems, Second Edition (Electric Power Engineering Series)” Book Review: This book contains a foundation summary of computational methods employed for analytical studies in power systems. It is best suited for fields of engineering and science. It examines the algorithms applied in commercial analysis packages. It also presents salient and simple illustrations of algorithm applications. Furthermore, it contains examples such that they can be reproduced easily. It comprises illustrations which were created using MATLAB® language. It contains topics like Generalized Minimal Residual methods, Numerical differentiation, Homotopy and continuation methods, Matrix pencil method and various others.
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2. Advance Computational Methods and Optimization
| 1. “Analytical and Computational Methods of Advanced Engineering Mathematics (Texts in Applied Mathematics)” by Grant B Gustafson and Calvin H Wilcox
“Analytical and Computational Methods of Advanced Engineering Mathematics (Texts in Applied Mathematics)” Book Review: This book is designed for graduate and Ph.D. students and researchers in Computer Science and Applied Mathematics.This book presents a broad range of tools for designing mechanical systems ranging from the kinematic and dynamic analysis of rigid and flexible multibody systems to their advanced optimization. It provides an ideal framework to aggregate d- ferent disciplines. This idea is clearly reflected in the multidisciplinary applications in biomechanics that use multibody dynamics to describe the motion of the biological entities, in finite elements.
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| 2. “Advanced Computational Methods for Knowledge Engineering: Proceedings of the 2nd International Conference on Computer Science, Applied Mathematics and … in Intelligent Systems and Computing)” by Tien Van Do and Hoai An Le Thi
“Advanced Computational Methods for Knowledge Engineering: Proceedings of the 2nd International Conference on Computer Science, Applied Mathematics and … in Intelligent Systems and Computing)” Book Review: This book is designed for graduate and Ph.D. students and researchers in Computer Science and Applied Mathematics. It includes Advanced Optimization Methods and Their Applications, Queueing Models and Performance Evaluation. It also includes Software Development and Testing, Computational Methods for Mobile and Wireless Networks, Computational Methods for Knowledge Engineering. Later it focuses on Logic Based Methods for Decision Making and Data Mining and Nonlinear Systems and Applications, respectively.
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| 3. “Advanced Methods for Satellite and Deep Space Communications” by Joachim Hagenauer
“Advanced Methods for Satellite and Deep Space Communications” Book Review: This book is designed for graduate and Ph.D. students and researchers in Computer Science and Applied Mathematics. This book provides an overview of the state-of-the-art in communications systems in space . It includes the application of space research which has directly affected most people is certainly space communication via satellite. This book describes advanced features of their fields and gives an outlook at the next steps in such communications systems. Special emphasis is on digital modulation and coding where progress in technology allows the implementation of sophisticated methods reaching almost the limits of theory. The papers include survey articles as well as advanced research topics.
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| 4. “Advanced Multiresponse Process Optimisation” by Tatjana V Sibalija and Vidosav D Majstorović
“Advanced Multiresponse Process Optimisation” Book Review: This book is designed for graduate and Ph.D. students and researchers in Computer Science and Applied Mathematics. This book presents an integrated, problem-independent method for multiresponse process optimization. It includes topics like the type of process, the type and number of process parameters and responses, or interdependencies among them. It covers methods for experimental design of processes with multiple correlated responses composed of three modules: an expert system that selects the experimental plan based on the orthogonal arrays; the factor effects approach.The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes.
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| 5. “Advanced Design of Mechanical Systems: From Analysis to Optimization (CISM International Centre for Mechanical Sciences)” by Jorge A C Ambrosio and Peter Eberhard
“Advanced Design of Mechanical Systems: From Analysis to Optimization (CISM International Centre for Mechanical Sciences)” Book Review: This book is designed for graduate and Ph.D. students and researchers in Computer Science and Applied Mathematics.This book presents a broad range of tools for designing mechanical systems ranging from the kinematic and dynamic analysis of rigid and flexible multibody systems to their advanced optimization. It provides an ideal framework to aggregate d- ferent disciplines. This idea is clearly reflected in the multidisciplinary applications in biomechanics that use multibody dynamics to describe the motion of the biological entities, in finite elements.
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| 6. “Multimedia Services in Intelligent Environments: Advanced Tools and Methodologies (Studies in Computational Intelligence)” by George A Tsihrintzis
“Multimedia Services in Intelligent Environments: Advanced Tools and Methodologies (Studies in Computational Intelligence)” Book Review: This book is designed for professors, researchers and students of all disciplines, such as computer science, engineering and management. It covers processing, transmission and retrieval of multiple forms of information. It includes topics like artificial neural networks, swarm intelligence, artificial immune systems, evolutionary computing and multi agents with multimedia services. Artificial neural networks use neurons, interconnected using various schemes, for fusing learning in multimedia-based systems.This book includes 15 chapters on advanced tools and methodologies pertaining to the multimedia services.
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| 7. “Computer Methods in Mechanics: Lectures of the CMM 2009 (Advanced Structured Materials)” by Mieczyslaw Kuczma and Krzysztof Wilmanski
“Computer Methods in Mechanics: Lectures of the CMM 2009 (Advanced Structured Materials)” Book Review: This book is designed for graduate and Ph.D. students and researchers in Computer Science and Applied Mathematics. It includes Advanced Optimization Methods and Their Applications, Queueing Models and Performance Evaluation. It also includes Software Development and Testing, Computational Methods for Mobile and Wireless Networks, Computational Methods for Knowledge Engineering. Later it focuses on Logic Based Methods for Decision Making and Data Mining and Nonlinear Systems and Applications, respectively.
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| 8. “Engineering and Applied Sciences Optimization (Computational Methods in Applied Sciences)” by Nikos D. Lagaros and Manolis Papadrakakis
“Engineering and Applied Sciences Optimization (Computational Methods in Applied Sciences)” Book Review : This book is designed for professors, researchers and students of all disciplines, such as computer science, engineering and management. The subject areas represented here range from structural optimization, logistics, transportation, traffic and telecommunication networks to operational research, metaheuristics, multidisciplinary and multiphysics design optimization, etc. Later it focuses on Logic Based Methods for Decision Making and Data Mining and Nonlinear Systems and Applications, respectively.
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| 9. “Modeling, Simulation and Optimization for Science and Technology (Computational Methods in Applied Sciences)” by Pekka Neittaanmäki and Olivier Pironneau
“Modeling, Simulation and Optimization for Science and Technology (Computational Methods in Applied Sciences)” Book Review: This book is designed for researchers and practitioners as well as advanced students or engineers in computational and applied mathematics or mechanics.This volume contains thirteen articles on advances in applied mathematics and computing methods for engineering problems. It includes six papers on optimization methods and algorithms with emphasis on problems with multiple criteria. Then includes four articles on numerical methods for applied problems modeled with nonlinear PDEs. Lastly focuses on two contributions are on abstract estimates for error analysis; finally one paper deals with rare events in the context of uncertainty quantification. Applications include aerospace, glaciology and nonlinear elasticity.
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| 10. “Mathematical Modeling and Optimization of Complex Structures (Computational Methods in Applied Sciences)” by Pekka Neittaanmäki and Sergey Repin
“Mathematical Modeling and Optimization of Complex Structures (Computational Methods in Applied Sciences)” Book Review: This book is designed for researchers and practitioners as well as advanced students or engineers in computational and applied mathematics or mechanics. It includes Computer simulation methods in mechanics, physics, and biology. Also includes Variational problems and methods; minimization algorithms. It covers Optimal control problems with distributed and discrete control. Lastly focuses on Shape optimization and shape design problems in science and engineering,Sensitivity analysis and parameters optimization of complex systems.
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3. Computational Methods in Process Engineering
| 1. “Numerical Heat Transfer and Fluid Flow (Hemisphere Series on Computational Methods in Mechanics and Thermal Science)” by Suhas Patankar
“Numerical Heat Transfer and Fluid Flow (Hemisphere Series on Computational Methods in Mechanics and Thermal Science)” Book Review: This book discusses the topics regarding numerical heat transfer and fluid flow. Main topics included are fluid flow, chemical reaction, heat and mass transfer and processes in engineering equipment. Several numerical methods are discussed for the prediction of the processes used in heat and mass transfer. Simple algebra and elementary calculus are also discussed in this book for easier explanation of numerical methods. students studying mechanical engineering and thermal science can refer to this book.
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| 2. “The Finite Element Method: Basic Concepts and Applications” by Darrell W Pepper and Juan C Heinrich
“The Finite Element Method: Basic Concepts and Applications” Book Review: This book describes the basic concepts and applications of finite element methods. Topics included are the method of weighted residuals and Galerkin approximation, the finite element method in one dimension, the 2-dimensional triangular element. Other chapters mentioned are the 2-dimensional quadrilateral element, isoperimetric 2-dimensional elements, the 3-dimensional element. Exercises with worked out solutions are provided at the end of each chapter for student’s practice. Graphs, figures and labelled diagrams are provided throughout the book 4 easier explanation of the topics. This book is suitable for students studying advanced level physics.
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| 3. “Computational Fluid Mechanics and Heat Transfer” by Richard H Pletcher and John C Tannehill
“Computational Fluid Mechanics and Heat Transfer” Book Review: This book covers the topics regarding heat transfer and computational fluid mechanics. Main chapters included are partial differential equations, basic discretization methods, application of numerical methods to selected model equations. Other chapters mentioned are applications of numerical methods to the equations of fluid mechanics and heat transfer, Euler’s equations, boundary layer equations, numerical methods for inviscid flow equations. Problems with the respective solutions are described at the end of each unit. All the equations and examples are described in detail with proper labelling. This book is beneficial for mechanical engineering and physics students.
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| 4. “Theoretical Molecular Biophysics (Biological and Medical Physics, Biomedical Engineering)” by Philipp O J Scherer and Sighart F Fischer
“Theoretical Molecular Biophysics (Biological and Medical Physics, Biomedical Engineering)” Book Review: This book describes the tools for understanding the basic processes in biology. Main topics covered are entropic forces, biophysics, phase separation. Other topics mentioned electron transfer and proton transfer and potentials of mean force. All the equations and processes are described in detail. This book is useful for medical physics and biomedical engineering students.
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| 5. “Introducing Monte Carlo Methods with R” by George Casella and Christian Robert
“Introducing Monte Carlo Methods with R” Book Review: This book mentions the Monte Carlo methods with use of R programming language. Chapters mentioned are basic R programming, random variable generation, Monte Carlo integration, controlling and accelerating convergence. Other chapters mentioned are Monte Carlo optimization, metropolis hasting algorithms, Gibbs samplers, monitoring and adaptation of MCMC algorithms. Exercises and programming problems are added at the end of each unit for student’s practice. References and the terminology are discussed at the end of the book. sufficient examples and illustrations are provided throughout the book. students studying statistics and computer engineering can refer to this book.
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| 6. “Computational Fluid Dynamics With Moving Boundaries (Series in Computational Methods and Physical Processes in Mechanics and Thermal Sciences)” by Wei Shyy
“Computational Fluid Dynamics With Moving Boundaries (Series in Computational Methods and Physical Processes in Mechanics and Thermal Sciences)” Book Review: This book covers the recent developments in the field of computational fluid dynamics with moving boundaries. Various computational techniques such as Thermo fluid physics, multiphase flow and applied mechanics which involves moving flow boundaries are discussed in this book. Applications on numerous techniques along with numerical solutions of moving boundary problems are provided in this book. All the topics and methods are described in detail with proper examples. This book is beneficial for mechanical engineering and thermodynamics students.
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| 7. “An Introduction to Neural Network Methods for Differential Equations (SpringerBriefs in Applied Sciences and Technology)” by Manoj Kumar and Anupam Yadav
“An Introduction to Neural Network Methods for Differential Equations (SpringerBriefs in Applied Sciences and Technology)” Book Review: This book discusses Different neural network methods for solving differential equations. Network techniques are mentioned in heuristics and intuitive manner for easier understanding of the topics. Step by step instructions on the implementation of methods are provided. Applications and recent developments on solving differential equations through neural network methods are described in this book. This book is beneficial for computer science engineering students.
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| 8. “The Fokker-Planck Equation: Methods of Solution and Applications (Springer Series in Synergetics)” by Hannes Risken and Till Frank
“The Fokker-Planck Equation: Methods of Solution and Applications (Springer Series in Synergetics)” Book Review: This book covers the solutions and applications of the Fokker Planck equation. Methods covered in this book are the simulation method, the Eigen-function expansion, numerical integration and the variational methods. All the methods are described in detail with proper explained equations and figures. This book is suitable for graduate students in chemical physics, electrical engineering.
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| 9. “Computational Methods in Systems Biology” by Corrado Priami
“Computational Methods in Systems Biology” Book Review: This book discusses the computational methods used in systems biology. Chapters included are modal logics for brane calculus, deciding behavioural properties in brane calculi, type interface in systems biology. Other topics included are A formal approach to molecular docking, regulatory network reconstruction using stochastic logical networks, and a computational model of a central pattern generator. Various scientists and researchers have contributed to writing chapters in this book. Data tables, labelled figures and equations are described in detail for easier understanding of the topics. This book is suitable for advanced medical and molecular biology students.
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| 10. “Stability and Synchronization Control of Stochastic Neural Networks (Studies in Systems, Decision and Control)” by Wuneng Zhou and Liuwei Zhou
“Stability and Synchronization Control of Stochastic Neural Networks (Studies in Systems, Decision and Control)” Book Review: This book mentions the recent developments in the study of stochastic neural networks. The basic principles, algorithms, methods and applications of stochastic neural networks are presented in this book. Topics included are the novel model of the disturbance driven by Lewy process, research method of M matrix and the adaptive control method of the SNN. This book is beneficial for advanced physics students.
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