Introduction To Computation In Physical Sciences

Author : Jay Wang,Adam Wang
Publisher : Springer Nature
Page : 264 pages
File Size : 46,7 Mb
Release : 2023-01-25
Category : Computers
ISBN : 9783031176463

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Introduction to Computation in Physical Sciences by Jay Wang,Adam Wang Pdf

This book provides a practical and comprehensive introduction to computational problem solving from the viewpoints of practitioners in both academic and industrial worlds. The authors present scientific problem-solving using computation and aim to increase computational thinking, which is the mindset and skillset required to solve scientific problems with computational methodologies via model building, simulation, data analysis, and visualization using the Python programming language. Topics and examples span fundamental areas of physical science as well as contemporary topics including quantum computing, neural networks, machine learning, global warming, and energy balance. The book features unique and innovative techniques and practices including: intentional scaffolding to help beginners learn computational problem solving; multimodal computing environments including cloud-based platforms and just-in-time computing; emphasis and connection between both numerical and symbolic computations; and extensive exercise sets carefully designed for further exploration as project assignments or self-paced study. The book is suitable for introductory level readers in physical sciences, engineering, and related STEM disciplines. Specifically, the book is appropriate for use in either a standalone course on computation and modeling and as a resource for readers interested in learning about proven techniques in interactive computing.

Author : Tao Pang
Publisher : Cambridge University Press
Page : 414 pages
File Size : 41,9 Mb
Release : 2006-01-19
Category : Computers
ISBN : 0521825695

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An Introduction to Computational Physics by Tao Pang Pdf

This advanced textbook provides an introduction to the basic methods of computational physics.

Author : Omair Zubairi,Fridolin Weber
Publisher : Morgan & Claypool Publishers
Page : 142 pages
File Size : 42,7 Mb
Release : 2018-04-04
Category : Science
ISBN : 9781681748962

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Introduction to Computational Physics for Undergraduates by Omair Zubairi,Fridolin Weber Pdf

This is an introductory textbook on computational methods and techniques intended for undergraduates at the sophomore or junior level in the fields of science, mathematics, and engineering. It provides an introduction to programming languages such as FORTRAN 90/95/2000 and covers numerical techniques such as differentiation, integration, root finding, and data fitting. The textbook also entails the use of the Linux/Unix operating system and other relevant software such as plotting programs, text editors, and mark up languages such as LaTeX. It includes multiple homework assignments.

Author : Samuel S M Wong
Publisher : World Scientific Publishing Company
Page : 520 pages
File Size : 51,9 Mb
Release : 1997-03-15
Category : Science
ISBN : 9789813103030

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Computational Methods in Physics and Engineering by Samuel S M Wong Pdf

Numerical methods are playing an ever-increasing role in physics and engineering. This is especially true after the recent explosion of computing power on the desk-top. This book is aimed at helping the user to make intelligent use of this power tool. Each method is introduced through realistic examples and actual computer programs. The explanations provide the background for making a choice between similar approaches and the knowledge to explore the network for the appropriate existing codes. Tedious proofs and derivations, on the other hand, are delegated to references. Examples of uncoventional methods are also given to stimulate readers in exploring new ways of solving problems. Errata(s) Appendix B, Page 485 “http://www.wspc.com.sg/others/software/3365/ftp.wspc.com.sg/pub/software/3365/” The above links should be replaced with “www.worldscientific.com/doi/suppl/10.1142/3365/suppl_file/3365_software_free.zip”

Author : Rubin H. Landau,José Páez,Cristian C. Bordeianu
Publisher : Princeton University Press
Page : 688 pages
File Size : 51,9 Mb
Release : 2011-10-30
Category : Science
ISBN : 9781400841189

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A Survey of Computational Physics by Rubin H. Landau,José Páez,Cristian C. Bordeianu Pdf

Computational physics is a rapidly growing subfield of computational science, in large part because computers can solve previously intractable problems or simulate natural processes that do not have analytic solutions. The next step beyond Landau's First Course in Scientific Computing and a follow-up to Landau and Páez's Computational Physics, this text presents a broad survey of key topics in computational physics for advanced undergraduates and beginning graduate students, including new discussions of visualization tools, wavelet analysis, molecular dynamics, and computational fluid dynamics. By treating science, applied mathematics, and computer science together, the book reveals how this knowledge base can be applied to a wider range of real-world problems than computational physics texts normally address. Designed for a one- or two-semester course, A Survey of Computational Physics will also interest anyone who wants a reference on or practical experience in the basics of computational physics. Accessible to advanced undergraduates Real-world problem-solving approach Java codes and applets integrated with text Companion Web site includes videos of lectures

Author : Joshua Schrier
Publisher : University Science Books
Page : 0 pages
File Size : 46,8 Mb
Release : 2017-06-16
Category : Science
ISBN : 1938787900

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Introduction to Computational Physical Chemistry by Joshua Schrier Pdf

This book will revolutionize the way physical chemistry is taught by bridging the gap between the traditional "solve a bunch of equations for a very simple model" approach and the computational methods that are used to solve research problems. While some recent textbooks include exercises using pre-packaged Hartree-Fock/DFT calculations, this is largely limited to giving students a proverbial black box. The DIY (do-it-yourself) approach taken in this book helps student gain understanding by building their own simulations from scratch. The reader of this book should come away with the ability to apply and adapt these techniques in computational chemistry to his or her own research problems, and have an enhanced ability to critically evaluate other computational results. This book is mainly intended to be used in conjunction with an existing physical chemistry text, but it is also well suited as a stand-alone text for upper level undergraduate or intro graduate computational chemistry courses.

Author : Tao Pang
Publisher : Cambridge University Press
Page : 369 pages
File Size : 54,9 Mb
Release : 2006-01-19
Category : Science
ISBN : 9781139447485

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An Introduction to Computational Physics by Tao Pang Pdf

Thoroughly revised for its second edition, this advanced textbook provides an introduction to the basic methods of computational physics, and an overview of progress in several areas of scientific computing by relying on free software available from CERN. The book begins by dealing with basic computational tools and routines, covering approximating functions, differential equations, spectral analysis, and matrix operations. Important concepts are illustrated by relevant examples at each stage. The author also discusses more advanced topics, such as molecular dynamics, modeling continuous systems, Monte Carlo methods, genetic algorithm and programming, and numerical renormalization. It includes many more exercises. This can be used as a textbook for either undergraduate or first-year graduate courses on computational physics or scientific computation. It will also be a useful reference for anyone involved in computational research.

Author : Anthony Scopatz,Kathryn D. Huff
Publisher : "O'Reilly Media, Inc."
Page : 552 pages
File Size : 42,5 Mb
Release : 2015-06-25
Category : Science
ISBN : 9781491901588

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Effective Computation in Physics by Anthony Scopatz,Kathryn D. Huff Pdf

More physicists today are taking on the role of software developer as part of their research, but software development isn’t always easy or obvious, even for physicists. This practical book teaches essential software development skills to help you automate and accomplish nearly any aspect of research in a physics-based field. Written by two PhDs in nuclear engineering, this book includes practical examples drawn from a working knowledge of physics concepts. You’ll learn how to use the Python programming language to perform everything from collecting and analyzing data to building software and publishing your results. In four parts, this book includes: Getting Started: Jump into Python, the command line, data containers, functions, flow control and logic, and classes and objects Getting It Done: Learn about regular expressions, analysis and visualization, NumPy, storing data in files and HDF5, important data structures in physics, computing in parallel, and deploying software Getting It Right: Build pipelines and software, learn to use local and remote version control, and debug and test your code Getting It Out There: Document your code, process and publish your findings, and collaborate efficiently; dive into software licenses, ownership, and copyright procedures

Author : Colm T. Whelan
Publisher : Morgan & Claypool Publishers
Page : 168 pages
File Size : 42,8 Mb
Release : 2020-07-09
Category : Mathematics
ISBN : 9781681738734

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An Introduction to Numerical Methods for the Physical Sciences by Colm T. Whelan Pdf

There is only a very limited number of physical systems that can be exactly described in terms of simple analytic functions. There are, however, a vast range of problems which are amenable to a computational approach. This book provides a concise, self-contained introduction to the basic numerical and analytic techniques, which form the foundations of the algorithms commonly employed to give a quantitative description of systems of genuine physical interest. The methods developed are applied to representative problems from classical and quantum physics.

Author : Tao Pang
Publisher : Cambridge University Press
Page : 402 pages
File Size : 55,7 Mb
Release : 2010-06-10
Category : Science
ISBN : 0521532760

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An Introduction to Computational Physics by Tao Pang Pdf

Thoroughly updated and revised for its second edition, this advanced textbook provides an introduction to the basic methods of computational physics, and an overview of recent progress in several areas of scientific computing. Tao Pang presents many step-by-step examples, including program listings in JavaTM, of practical numerical methods from modern physics and related areas. Now including many more exercises, the volume can be used as a textbook for either undergraduate or first-year graduate courses on computational physics or scientific computation. It will also be a useful reference for anyone involved in computational research.

Author : Konstantinos Anagnostopoulos
Publisher : Lulu.com
Page : 370 pages
File Size : 50,5 Mb
Release : 2016-12-06
Category : Mathematical physics
ISBN : 9781365583223

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Computational Physics - A Practical Introduction to Computational Physics and Scientific Computing (using C++), Vol. I by Konstantinos Anagnostopoulos Pdf

This book is an introduction to the computational methods used in physics and other related scientific fields. It is addressed to an audience that has already been exposed to the introductory level of college physics, usually taught during the first two years of an undergraduate program in science and engineering. It assumes no prior knowledge of numerical analysis, programming or computers and teaches whatever is necessary for the solution of the problems addressed in the text. C++ is used for programming the core programs and data analysis is performed using the powerful tools of the GNU/Linux environment. All the necessary software is open source and freely available. The book starts with very simple problems in particle motion and ends with an in-depth discussion of advanced techniques used in Monte Carlo simulations in statistical mechanics. The level of instruction rises slowly, while discussing problems like the diffusion equation, electrostatics on the plane, quantum mechanics and random walks.

Author : Marvin L. De Jong
Publisher : Reading, Mass. : Addison-Wesley
Page : 310 pages
File Size : 51,7 Mb
Release : 1991
Category : Science
ISBN : UOM:39015050424608

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Introduction to Computational Physics by Marvin L. De Jong Pdf

Author : Andi Klein,Alexander Godunov
Publisher : Cambridge University Press
Page : 105 pages
File Size : 47,9 Mb
Release : 2006-03-09
Category : Science
ISBN : 9781139447522

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Introductory Computational Physics by Andi Klein,Alexander Godunov Pdf

Computers are one of the most important tools available to physicists, whether for calculating and displaying results, simulating experiments, or solving complex systems of equations. Introducing students to computational physics, this textbook, first published in 2006, shows how to use computers to solve mathematical problems in physics and teaches students about choosing different numerical approaches. It also introduces students to many of the programs and packages available. The book relies solely on free software: the operating system chosen is Linux, which comes with an excellent C++ compiler, and the graphical interface is the ROOT package available for free from CERN. This broad scope textbook is suitable for undergraduates starting on computational physics courses. It includes exercises and many examples of programs. Online resources at www.cambridge.org/0521828627 feature additional reference information, solutions, and updates on new techniques, software and hardware used in physics.

Author : Angela B. Shiflet,George W. Shiflet
Publisher : Princeton University Press
Page : 856 pages
File Size : 53,6 Mb
Release : 2014-03-30
Category : Computers
ISBN : 9781400850556

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Introduction to Computational Science by Angela B. Shiflet,George W. Shiflet Pdf

Computational science is an exciting new field at the intersection of the sciences, computer science, and mathematics because much scientific investigation now involves computing as well as theory and experiment. This textbook provides students with a versatile and accessible introduction to the subject. It assumes only a background in high school algebra, enables instructors to follow tailored pathways through the material, and is the only textbook of its kind designed specifically for an introductory course in the computational science and engineering curriculum. While the text itself is generic, an accompanying website offers tutorials and files in a variety of software packages. This fully updated and expanded edition features two new chapters on agent-based simulations and modeling with matrices, ten new project modules, and an additional module on diffusion. Besides increased treatment of high-performance computing and its applications, the book also includes additional quick review questions with answers, exercises, and individual and team projects. The only introductory textbook of its kind—now fully updated and expanded Features two new chapters on agent-based simulations and modeling with matrices Increased coverage of high-performance computing and its applications Includes additional modules, review questions, exercises, and projects An online instructor's manual with exercise answers, selected project solutions, and a test bank and solutions (available only to professors) An online illustration package is available to professors

Author : Konstantinos N. Anagnostopoulos
Publisher : Konstantinos Anagnostopoulos
Page : 678 pages
File Size : 47,8 Mb
Release : 2014-07-27
Category : Science
ISBN : 9781312464414

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Computational Physics, Vol I by Konstantinos N. Anagnostopoulos Pdf

This book is an introduction to the computational methods used in physics and other scientific fields. It is addressed to an audience that has already been exposed to the introductory level of college physics, usually taught during the first two years of an undergraduate program in science and engineering. The book starts with very simple problems in particle motion and ends with an in-depth discussion of advanced techniques used in Monte Carlo simulations in statistical mechanics. The level of instruction rises slowly, while discussing problems like the diffusion equation, electrostatics on the plane, quantum mechanics and random walks. The book aims to provide the students with the background and the experience needed in order to advance to high performance computing projects in science and engineering. But it also tries to keep the students motivated by considering interesting applications in physics, like chaos, quantum mechanics, special relativity and the physics of phase transitions. The book and the accompanying software is available for free in electronic form at http://goo.gl/SGUEkM (www.physics.ntua.gr/%7Ekonstant/ComputationalPhysics) and a printed copy can be purchased from lulu.com at http://goo.gl/Pg1zHc (vol II at http://goo.gl/XsSBdP )