Computer Simulations

Author : Juan Manuel Durán
Publisher : Springer
Page : 209 pages
File Size : 40,8 Mb
Release : 2018-09-20
Category : Science
ISBN : 9783319908823

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Computer Simulations in Science and Engineering by Juan Manuel Durán Pdf

This book addresses key conceptual issues relating to the modern scientific and engineering use of computer simulations. It analyses a broad set of questions, from the nature of computer simulations to their epistemological power, including the many scientific, social and ethics implications of using computer simulations. The book is written in an easily accessible narrative, one that weaves together philosophical questions and scientific technicalities. It will thus appeal equally to all academic scientists, engineers, and researchers in industry interested in questions (and conceivable answers) related to the general practice of computer simulations.

Author : Mark L. Wilkins
Publisher : Springer Science & Business Media
Page : 260 pages
File Size : 42,5 Mb
Release : 2013-03-09
Category : Science
ISBN : 9783662038857

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Computer Simulation of Dynamic Phenomena by Mark L. Wilkins Pdf

A description of computer programs for simulating phenomena in hydrodynamics, gas dynamics, and elastic plastic flow in one, two, and three dimensions. The text covers Maxwell's equations, and thermal and radiation diffusion, while the numerical procedures described permit the exact conservation of physical properties in the solutions of the fundamental laws of mechanics. The author also treats materials, including the use of simulation programs to predict material behavior.

Author : Burkhard Dünweg,David P. Landau,Andrey I. Milchev
Publisher : Springer Science & Business Media
Page : 480 pages
File Size : 47,7 Mb
Release : 2003-12-31
Category : Computers
ISBN : 1402014643

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Computer Simulations of Surfaces and Interfaces by Burkhard Dünweg,David P. Landau,Andrey I. Milchev Pdf

Proceedings of the NATO Advanced Study Institute, Albena, Bulgaria, from 9 to 20 September 2002

Author : Eric Winsberg
Publisher : University of Chicago Press
Page : 168 pages
File Size : 41,8 Mb
Release : 2010-10-15
Category : Science
ISBN : 9780226902050

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Science in the Age of Computer Simulation by Eric Winsberg Pdf

Computer simulation was first pioneered as a scientific tool in meteorology and nuclear physics in the period following World War II, but it has grown rapidly to become indispensible in a wide variety of scientific disciplines, including astrophysics, high-energy physics, climate science, engineering, ecology, and economics. Digital computer simulation helps study phenomena of great complexity, but how much do we know about the limits and possibilities of this new scientific practice? How do simulations compare to traditional experiments? And are they reliable? Eric Winsberg seeks to answer these questions in Science in the Age of Computer Simulation. Scrutinizing these issue with a philosophical lens, Winsberg explores the impact of simulation on such issues as the nature of scientific evidence; the role of values in science; the nature and role of fictions in science; and the relationship between simulation and experiment, theories and data, and theories at different levels of description. Science in the Age of Computer Simulation will transform many of the core issues in philosophy of science, as well as our basic understanding of the role of the digital computer in the sciences.

Author : Qian, Yufeng
Publisher : IGI Global
Page : 337 pages
File Size : 51,9 Mb
Release : 2019-09-20
Category : Computers
ISBN : 9781799800064

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Teaching, Learning, and Leading With Computer Simulations by Qian, Yufeng Pdf

Computer simulation, a powerful technological tool and research-proven pedagogical technique, holds great potential to enhance and transform teaching and learning in education and is therefore a viable tool to engage students in deep learning and higher-order thinking. With the advancement of simulation technology (e.g., virtual reality, artificial intelligence, machine learning) and the expanded disciplines where computer simulation is being used (e.g., data science, cyber security), computer simulation is playing an increasingly significant role in leading the digital transformation in K-12 schools and higher education institutions, as well as training and professional development in corporations, government, and the military. Teaching, Learning, and Leading With Computer Simulations is an important compilation of research that examines the recent advancement of simulation technology and explores innovative ways to utilize advanced simulation programs for the enhancement of teaching and learning outcomes. Highlighting a range of topics such as pedagogy, immersive learning, and social sciences, this book is essential for educators, higher education institutions, deans, curriculum designers, school administrators, principals, IT specialists, academicians, researchers, policymakers, and students.

Author : Mohamed M Hafez,William Tavernetti
Publisher : World Scientific
Page : 234 pages
File Size : 54,5 Mb
Release : 2019-09-23
Category : Computers
ISBN : 9789811209925

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Introduction To Computer Simulations For Integrated Stem College Education by Mohamed M Hafez,William Tavernetti Pdf

This book is written to introduce computer simulations to undergraduate college students, freshmen to seniors, in STEM fields. The book starts with concepts from Basic Mathematics: Geometry, Algebra and Calculus, Properties of Elementary Functions (Polynomials, Exponential, Hyperbolic and Trigonometric Functions) are studied and simple differential equations representing these functions are derived. Numerical approximations of first and second order differential equations are studied in terms of finite differences on uniform grids. Computer solutions are obtained via recursive relations or solutions of simultaneous algebraic equations. Comparisons with the exact solutions (known a priori) allow the calculations of the error due to discretization. After the students build confidence in this approach, more problems where the solutions are not known a priori are tackled with applications in many fields. Next, the book gradually addresses linear differential equations with variable coefficients and nonlinear differential equations, including problems of bifurcation and chaos.Applications in Dynamics, Solid Mechanics, Fluid Mechanics, Heat Transfer, Chemical Reactions, and Combustion are included. Biographies of 50 pioneering mathematicians and scientists who contributed to the materials of the book are briefly sketched, to shed light on the history of these STEM fields.Finally, the main concepts discussed in the book, are summarized to make sure that the students do not miss any of them. Also, references for further readings are given for interested readers.

Author : Harvey Gould,Jan Tobochnik
Publisher : Addison Wesley Publishing Company
Page : 412 pages
File Size : 51,8 Mb
Release : 1988
Category : Computers
ISBN : UCLA:L0065826679

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An Introduction to Computer Simulation Methods by Harvey Gould,Jan Tobochnik Pdf

Author : Vladimir Mityushev,Wojciech Nawalaniec,Natalia Rylko
Publisher : CRC Press
Page : 211 pages
File Size : 54,5 Mb
Release : 2018-02-19
Category : Mathematics
ISBN : 9781351998758

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Introduction to Mathematical Modeling and Computer Simulations by Vladimir Mityushev,Wojciech Nawalaniec,Natalia Rylko Pdf

Introduction to Mathematical Modeling and Computer Simulations is written as a textbook for readers who want to understand the main principles of Modeling and Simulations in settings that are important for the applications, without using the profound mathematical tools required by most advanced texts. It can be particularly useful for applied mathematicians and engineers who are just beginning their careers. The goal of this book is to outline Mathematical Modeling using simple mathematical descriptions, making it accessible for first- and second-year students.

Author : K. Becker,J.R. Parker
Publisher : John Wiley & Sons
Page : 480 pages
File Size : 44,8 Mb
Release : 2011-11-30
Category : Education
ISBN : 9781118235591

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The Guide to Computer Simulations and Games by K. Becker,J.R. Parker Pdf

The first computer simulation book for anyone designing or building a game Answering the growing demand for a book catered for those who design, develop, or use simulations and games this book teaches you exactly what you need to know in order to understand the simulations you build or use all without having to earn another degree. Organized into three parts, this informative book first defines computer simulations and describes how they are different from live-action and paper-based simulations. The second section builds upon the previous, with coverage of the technical details of simulations, a detailed description of how models are built, and an explanation of how those models are translated into simulations. Finally, the last section develops four examples that walk you through the process from model to finished and functional simulation, all of which are created using freely available software and all of which can be downloaded. Targets anyone interested in learning about the inner workings of a simulation or game, but may not necessarily be a programmer or scientist Offers technical details on what simulations are and how they are built without overwhelming you with intricate jargon Breaks down simulation vs. modeling and traditional vs. computer simulations Examines verification and validation and discusses simulation tools Whether you need to learn how simulations work or it's something you've always been curious about but couldn't find the right resource, look no further. The Guide to Computer Simulations and Games is the ideal book for getting a solid understanding of this fascinating subject.

Author : M. P. Allen,D. J. Tildesley
Publisher : Oxford University Press
Page : 412 pages
File Size : 50,8 Mb
Release : 1989
Category : Computers
ISBN : 0198556454

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Computer Simulation of Liquids by M. P. Allen,D. J. Tildesley Pdf

Computer simulation is an essential tool in studying the chemistry and physics of liquids. Simulations allow us to develop models and to test them against experimental data. This book is an introduction and practical guide to the molecular dynamics and Monte Carlo methods.

Author : Veronika Brázdová,David R. Bowler
Publisher : John Wiley & Sons
Page : 291 pages
File Size : 46,9 Mb
Release : 2013-04-16
Category : Science
ISBN : 9783527671830

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Atomistic Computer Simulations by Veronika Brázdová,David R. Bowler Pdf

Many books explain the theory of atomistic computer simulations; this book teaches you how to run them This introductory "how to" title enables readers to understand, plan, run, and analyze their own independent atomistic simulations, and decide which method to use and which questions to ask in their research project. It is written in a clear and precise language, focusing on a thorough understanding of the concepts behind the equations and how these are used in the simulations. As a result, readers will learn how to design the computational model and which parameters of the simulations are essential, as well as being able to assess whether the results are correct, find and correct errors, and extract the relevant information from the results. Finally, they will know which information needs to be included in their publications. This book includes checklists for planning projects, analyzing output files, and for troubleshooting, as well as pseudo keywords and case studies. The authors provide an accompanying blog for the book with worked examples, and additional material and references: http://www.atomisticsimulations.org/.

Author : Alexander K Hartmann
Publisher : World Scientific Publishing Company
Page : 484 pages
File Size : 55,8 Mb
Release : 2015-01-29
Category : Science
ISBN : 9789814571791

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Big Practical Guide to Computer Simulations by Alexander K Hartmann Pdf

This book teaches you all necessary (problem-independent) tools and techniques needed to implement and perform sophisticated scientific numerical simulations. Thus, it is suited for undergraduate and graduate students who want to become experts in computer simulations in Physics, Chemistry, Biology, Engineering, Computer Science and other fields.

Author : Alexander K Hartmann
Publisher : World Scientific Publishing Company
Page : 384 pages
File Size : 51,6 Mb
Release : 2009-03-30
Category : Computers
ISBN : 9789813101234

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Practical Guide to Computer Simulations by Alexander K Hartmann Pdf

This book presents all the computational techniques and tools needed to start doing scientific research using computer simulations. After working through this book, the reader will possess the necessary basic background knowledge, from program design, programming in C, fundamental algorithms and data structures, random numbers, and debugging, all the way to data analysis, presentation and publishing. In each of these fields, no preliminary knowledge is assumed. The reader will be equipped to successfully perform complete projects from the first idea until the final publication. All techniques are explained using many examples in C; these C codes, as well as the solutions to exercises, are readily available in the accompanying CD-ROM. The techniques in this book are independent of the fields of research, and hence they are suitable for conducting research projects in physics, chemistry, computer science, biology and engineering. This also means that no problem-dependent algorithms are introduced; therefore, this book does NOT explain molecular dynamics, Monte Carlo, finite elements and other special-purpose techniques, which would be beyond the scope of a general-purpose book. There has been no similar comprehensive book written so far. Currently, one needs many different books to learn all the necessary elements. With this book, however, one basically needs only a second book on field-specific algorithms in order to be fully equipped to perform computer simulations research.

Author : Vladimir Mityushev,Wojciech Nawalaniec,Natalia Rylko
Publisher : CRC Press
Page : 241 pages
File Size : 41,9 Mb
Release : 2018-02-19
Category : Mathematics
ISBN : 9781351998765

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Introduction to Mathematical Modeling and Computer Simulations by Vladimir Mityushev,Wojciech Nawalaniec,Natalia Rylko Pdf

Can be considered an interdisciplinary introduction to applied mathematics and to computer simulations. Some familiarity with calculus and algebra is assumed. Presents a systematic and self-contained presentation of the foundations of Mathematical Modeling. Discusses various ‘tricks' that can be used in Computer Simulations. Provides an exhaustive and clear explanation of how to develop and apply mathematical models, as well as corresponding codes for symbolic and numerical computations.

Author : Burkhard Dünweg,David P. Landau,Andrey I. Milchev
Publisher : Springer Science & Business Media
Page : 422 pages
File Size : 49,6 Mb
Release : 2013-03-07
Category : Science
ISBN : 9789401001731

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Computer Simulations of Surfaces and Interfaces by Burkhard Dünweg,David P. Landau,Andrey I. Milchev Pdf

Studies of surfaces and interactions between dissimilar materials or phases are vital for modern technological applications. Computer simulation methods are indispensable in such studies and this book contains a substantial body of knowledge about simulation methods as well as the theoretical background for performing computer experiments and analyzing the data. The book is self-contained, covering a range of topics from classical statistical mechanics to a variety of simulation techniques, including molecular dynamics, Langevin dynamics and Monte Carlo methods. A number of physical systems are considered, including fluids, magnets, polymers, granular media, and driven diffusive systems. The computer simulation methods considered include both standard and accelerated versions. The simulation methods are clearly related to the fundamental principles of thermodynamics and statistical mechanics.