Share

Effective Computation in Physics

2015-06-25 Science
Download Effective Computation in Physics PDF Online Free

Author :
Release : 2015-06-25
Genre : Science
Kind : eBook
Book Rating : 586/5 ( reviews)

GET EBOOK


Book Synopsis Effective Computation in Physics by : Anthony Scopatz

Download or read book Effective Computation in Physics written by Anthony Scopatz. This book was released on 2015-06-25. 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

Effective Computation in Physics

2015-06-25 Computers
Download Effective Computation in Physics PDF Online Free

Author :
Release : 2015-06-25
Genre : Computers
Kind : eBook
Book Rating : 594/5 ( reviews)

GET EBOOK


Book Synopsis Effective Computation in Physics by : Anthony Scopatz

Download or read book Effective Computation in Physics written by Anthony Scopatz. This book was released on 2015-06-25. 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

Effective Computation in Physics

2015-05-29 Computers
Download Effective Computation in Physics PDF Online Free

Author :
Release : 2015-05-29
Genre : Computers
Kind : eBook
Book Rating : 533/5 ( reviews)

GET EBOOK


Book Synopsis Effective Computation in Physics by : Anthony Scopatz

Download or read book Effective Computation in Physics written by Anthony Scopatz. This book was released on 2015-05-29. Available in PDF, EPUB and Kindle. Book excerpt: Effective Computation in Physics is a handy guide to the types of problems you run into with computational physics—such as version control, bash scripts, object orientation, large databases, and parallel machines. The authors provide detailed scientific computing motivations, clear and concise tutorials, and references to further information about each of the topics presented. This book fills the existing training gap for students and scientists who conduct physics in a world where simulations have replaced desktop experiments and sophisticated data traversing algorithms have replaced pen and paper analysis. Provides a central source that ties various pieces of computational physics together Contains coverage of the Python programming language aimed toward physicists Helps you properly analyze and compellingly visualize your data Includes chapters on hot topics like NumPy and HDF5

An Advanced Course in Computational Nuclear Physics

2017-05-09 Science
Download An Advanced Course in Computational Nuclear Physics PDF Online Free

Author :
Release : 2017-05-09
Genre : Science
Kind : eBook
Book Rating : 363/5 ( reviews)

GET EBOOK


Book Synopsis An Advanced Course in Computational Nuclear Physics by : Morten Hjorth-Jensen

Download or read book An Advanced Course in Computational Nuclear Physics written by Morten Hjorth-Jensen. This book was released on 2017-05-09. Available in PDF, EPUB and Kindle. Book excerpt: This graduate-level text collects and synthesizes a series of ten lectures on the nuclear quantum many-body problem. Starting from our current understanding of the underlying forces, it presents recent advances within the field of lattice quantum chromodynamics before going on to discuss effective field theories, central many-body methods like Monte Carlo methods, coupled cluster theories, the similarity renormalization group approach, Green’s function methods and large-scale diagonalization approaches. Algorithmic and computational advances show particular promise for breakthroughs in predictive power, including proper error estimates, a better understanding of the underlying effective degrees of freedom and of the respective forces at play. Enabled by recent improvements in theoretical, experimental and numerical techniques, the state-of-the art applications considered in this volume span the entire range, from our smallest components – quarks and gluons as the mediators of the strong force – to the computation of the equation of state for neutron star matter. The lectures presented provide an in-depth exposition of the underlying theoretical and algorithmic approaches as well details of the numerical implementation of the methods discussed. Several also include links to numerical software and benchmark calculations, which readers can use to develop their own programs for tackling challenging nuclear many-body problems.

Information, Physics, and Computation

2009-01-22 Computers
Download Information, Physics, and Computation PDF Online Free

Author :
Release : 2009-01-22
Genre : Computers
Kind : eBook
Book Rating : 83X/5 ( reviews)

GET EBOOK


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

Download or read book Information, Physics, and Computation written by Marc Mézard. This book was released on 2009-01-22. 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.

You may also like...