Effective Computation in Physics

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491901586
Total Pages : 567 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Effective Computation in Physics by : Anthony Scopatz

Download or read book Effective Computation in Physics written by Anthony Scopatz and published by "O'Reilly Media, Inc.". This book was released on 2015-06-25 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: More physicists today are taking on the role of software developer as part of their research, but software development isnâ??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. Youâ??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

Field computations in engineering & physics

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Publisher :
ISBN 13 : 9781258808860
Total Pages : 174 pages
Book Rating : 4.8/5 (88 download)

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Book Synopsis Field computations in engineering & physics by : Alexander Thom

Download or read book Field computations in engineering & physics written by Alexander Thom and published by . This book was released on 2013-09 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information, Physics, and Computation

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Publisher : Oxford University Press
ISBN 13 : 019857083X
Total Pages : 584 pages
Book Rating : 4.1/5 (985 download)

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Book Synopsis Information, Physics, and Computation by : Marc Mézard

Download or read book Information, Physics, and Computation written by Marc Mézard and published by Oxford University Press. This book was released on 2009-01-22 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: A very active field of research is emerging at the frontier of statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. This book sets up a common language and pool of concepts, accessible to students and researchers from each of these fields.

A Survey of Computational Physics

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Publisher : Princeton University Press
ISBN 13 : 1400841186
Total Pages : 685 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis A Survey of Computational Physics by : Rubin Landau

Download or read book A Survey of Computational Physics written by Rubin Landau and published by Princeton University Press. This book was released on 2011-10-30 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Field computations in engineering and physics

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Publisher :
ISBN 13 :
Total Pages : 165 pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Field computations in engineering and physics by : Alexander Thom

Download or read book Field computations in engineering and physics written by Alexander Thom and published by . This book was released on 1951 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Models of the Mind

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Publisher : Bloomsbury Publishing
ISBN 13 : 1472966457
Total Pages : 401 pages
Book Rating : 4.4/5 (729 download)

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Book Synopsis Models of the Mind by : Grace Lindsay

Download or read book Models of the Mind written by Grace Lindsay and published by Bloomsbury Publishing. This book was released on 2021-03-04 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: The human brain is made up of 85 billion neurons, which are connected by over 100 trillion synapses. For more than a century, a diverse array of researchers searched for a language that could be used to capture the essence of what these neurons do and how they communicate – and how those communications create thoughts, perceptions and actions. The language they were looking for was mathematics, and we would not be able to understand the brain as we do today without it. In Models of the Mind, author and computational neuroscientist Grace Lindsay explains how mathematical models have allowed scientists to understand and describe many of the brain's processes, including decision-making, sensory processing, quantifying memory, and more. She introduces readers to the most important concepts in modern neuroscience, and highlights the tensions that arise when the abstract world of mathematical modelling collides with the messy details of biology. Each chapter of Models of the Mind focuses on mathematical tools that have been applied in a particular area of neuroscience, progressing from the simplest building block of the brain – the individual neuron – through to circuits of interacting neurons, whole brain areas and even the behaviours that brains command. In addition, Grace examines the history of the field, starting with experiments done on frog legs in the late eighteenth century and building to the large models of artificial neural networks that form the basis of modern artificial intelligence. Throughout, she reveals the value of using the elegant language of mathematics to describe the machinery of neuroscience.

Applied Computational Physics

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Publisher : Oxford University Press
ISBN 13 : 0198708637
Total Pages : 936 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Applied Computational Physics by : Joseph F. Boudreau

Download or read book Applied Computational Physics written by Joseph F. Boudreau and published by Oxford University Press. This book was released on 2018 with total page 936 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook that addresses a wide variety of problems in classical and quantum physics. Modern programming techniques are stressed throughout, along with the important topics of encapsulation, polymorphism, and object-oriented design. Scientific problems are physically motivated, solution strategies are developed, and explicit code is presented.

Introduction to Computational Science

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Publisher : Princeton University Press
ISBN 13 : 140085055X
Total Pages : 857 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Introduction to Computational Science by : Angela B. Shiflet

Download or read book Introduction to Computational Science written by Angela B. Shiflet and published by Princeton University Press. This book was released on 2014-03-30 with total page 857 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential introduction to computational science—now fully updated and expanded 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

Field Computations in Engineering and Physics

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Publisher :
ISBN 13 : 9781258812126
Total Pages : 174 pages
Book Rating : 4.8/5 (121 download)

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Book Synopsis Field Computations in Engineering and Physics by : A. Thom

Download or read book Field Computations in Engineering and Physics written by A. Thom and published by . This book was released on 2013-09 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Design of Engineering Materials

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Publisher : Cambridge University Press
ISBN 13 : 1108494102
Total Pages : 499 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Computational Design of Engineering Materials by : Yong Du

Download or read book Computational Design of Engineering Materials written by Yong Du and published by Cambridge University Press. This book was released on 2023-04-30 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting the fundamentals, key multiscale methods, and case studies for computational design of engineering materials.

Field Computations in Engineering & Physics

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Publisher :
ISBN 13 :
Total Pages : 186 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Field Computations in Engineering & Physics by : Alexander Thom

Download or read book Field Computations in Engineering & Physics written by Alexander Thom and published by . This book was released on 1961 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Field Solutions on Computers

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Publisher : CRC Press
ISBN 13 : 9780849316685
Total Pages : 404 pages
Book Rating : 4.3/5 (166 download)

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Book Synopsis Field Solutions on Computers by : Stanley Humphries, Jr.

Download or read book Field Solutions on Computers written by Stanley Humphries, Jr. and published by CRC Press. This book was released on 1997-12-29 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Field Solutions on Computers covers a broad range of practical applications involving electric and magnetic fields. The text emphasizes finite-element techniques to solve real-world problems in research and industry. After introducing numerical methods with a thorough treatment of electrostatics, the book moves in a structured sequence to advanced topics. These include magnetostatics with non-linear materials, permanent magnet devices, RF heating, eddy current analysis, electromagnetic pulses, microwave structures, and wave scattering. The mathematical derivations are supplemented with chapter exercises and comprehensive reviews of the underlying physics. The book also covers essential supporting techniques such as mesh generation, interpolation, sparse matrix inversions, and advanced plotting routines.

Machine Learning Meets Quantum Physics

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Publisher : Springer Nature
ISBN 13 : 3030402452
Total Pages : 473 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Machine Learning Meets Quantum Physics by : Kristof T. Schütt

Download or read book Machine Learning Meets Quantum Physics written by Kristof T. Schütt and published by Springer Nature. This book was released on 2020-06-03 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the ability to calculate accurate microscopic properties, such as energies, forces and electrostatic multipoles of specific configurations, as well as efficient sampling of potential energy surfaces to obtain corresponding macroscopic properties. Tools that can provide this are accurate first-principles calculations rooted in quantum mechanics, and statistical mechanics, respectively. Unfortunately, they come at a high computational cost that prohibits calculations for large systems and long time-scales, thus presenting a severe bottleneck both for searching the vast chemical compound space and the stupendously many dynamical configurations that a molecule can assume. To overcome this challenge, recently there have been increased efforts to accelerate quantum simulations with machine learning (ML). This emerging interdisciplinary community encompasses chemists, material scientists, physicists, mathematicians and computer scientists, joining forces to contribute to the exciting hot topic of progressing machine learning and AI for molecules and materials. The book that has emerged from a series of workshops provides a snapshot of this rapidly developing field. It contains tutorial material explaining the relevant foundations needed in chemistry, physics as well as machine learning to give an easy starting point for interested readers. In addition, a number of research papers defining the current state-of-the-art are included. The book has five parts (Fundamentals, Incorporating Prior Knowledge, Deep Learning of Atomistic Representations, Atomistic Simulations and Discovery and Design), each prefaced by editorial commentary that puts the respective parts into a broader scientific context.

Electromagnetics and Calculation of Fields

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Publisher : Springer Science & Business Media
ISBN 13 : 1461206618
Total Pages : 583 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Electromagnetics and Calculation of Fields by : Nathan Ida

Download or read book Electromagnetics and Calculation of Fields written by Nathan Ida and published by Springer Science & Business Media. This book was released on 2013-03-07 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to electromagnetic fields emphasizes the computation of fields and the development of theoretical relations. It presents the electromagnetic field and Maxwell's equations with a view toward connecting the disparate applications to the underlying relations, along with computational methods of solving the equations.

Field Computation for Accelerator Magnets

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Publisher : John Wiley & Sons
ISBN 13 : 3527635475
Total Pages : 778 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Field Computation for Accelerator Magnets by : Stephan Russenschuck

Download or read book Field Computation for Accelerator Magnets written by Stephan Russenschuck and published by John Wiley & Sons. This book was released on 2011-02-08 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a leading expert on the electromagnetic design and engineering of superconducting accelerator magnets, this book offers the most comprehensive treatment of the subject to date. In concise and easy-to-read style, the author lays out both the mathematical basis for analytical and numerical field computation and their application to magnet design and manufacture. Of special interest is the presentation of a software-based design process that has been applied to the entire production cycle of accelerator magnets from the concept phase to field optimization, production follow-up, and hardware commissioning. Included topics: Technological challenges for the Large Hadron Collider at CERN Algebraic structures and vector fields Classical vector analysis Foundations of analytical field computation Fields and Potentials of line currents Harmonic fields The conceptual design of iron- and coil-dominated magnets Solenoids Complex analysis methods for magnet design Elementary beam optics and magnet polarities Numerical field calculation using finite- and boundary-elements Mesh generation Time transient effects in superconducting magnets, including superconductor magnetization and cable eddy-currents Quench simulation and magnet protection Mathematical optimization techniques using genetic and deterministic algorithms Practical experience from the electromagnetic design of the LHC magnets illustrates the analytical and numerical concepts, emphasizing the relevance of the presented methods to a great many applications in electrical engineering. The result is an indispensable guide for high-energy physicists, electrical engineers, materials scientists, applied mathematicians, and systems engineers.

Geometrical Optics in Engineering Physics

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Publisher : Alpha Science Int'l Ltd.
ISBN 13 : 9781842651599
Total Pages : 380 pages
Book Rating : 4.6/5 (515 download)

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Book Synopsis Geometrical Optics in Engineering Physics by : I︠U︡riĭ Aleksandrovich Kravt︠s︡ov

Download or read book Geometrical Optics in Engineering Physics written by I︠U︡riĭ Aleksandrovich Kravt︠s︡ov and published by Alpha Science Int'l Ltd.. This book was released on 2005 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides concise and clear coverage of modern ray theory without the need of complicated mathematics. Comprehensive coverage is given to wave problems in engineering physics, considering rays and caustics as physical objects.

Computational Electromagnetics with MATLAB, Fourth Edition

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Publisher : CRC Press
ISBN 13 : 1351365096
Total Pages : 709 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Computational Electromagnetics with MATLAB, Fourth Edition by : Matthew N.O. Sadiku

Download or read book Computational Electromagnetics with MATLAB, Fourth Edition written by Matthew N.O. Sadiku and published by CRC Press. This book was released on 2018-07-20 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fourth edition of the text reflects the continuing increase in awareness and use of computational electromagnetics and incorporates advances and refinements made in recent years. Most notable among these are the improvements made to the standard algorithm for the finite-difference time-domain (FDTD) method and treatment of absorbing boundary conditions in FDTD, finite element, and transmission-line-matrix methods. It teaches the readers how to pose, numerically analyze, and solve EM problems, to give them the ability to expand their problem-solving skills using a variety of methods, and to prepare them for research in electromagnetism. Includes new homework problems in each chapter. Each chapter is updated with the current trends in CEM. Adds a new appendix on CEM codes, which covers commercial and free codes. Provides updated MATLAB code.