Download or read book Physics of Data Science and Machine Learning written by Ijaz A. Rauf and published by CRC Press. This book was released on 2021-11-28 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Physics of Data Science and Machine Learning links fundamental concepts of physics to data science, machine learning, and artificial intelligence for physicists looking to integrate these techniques into their work. This book is written explicitly for physicists, marrying quantum and statistical mechanics with modern data mining, data science, and machine learning. It also explains how to integrate these techniques into the design of experiments, while exploring neural networks and machine learning, building on fundamental concepts of statistical and quantum mechanics. This book is a self-learning tool for physicists looking to learn how to utilize data science and machine learning in their research. It will also be of interest to computer scientists and applied mathematicians, alongside graduate students looking to understand the basic concepts and foundations of data science, machine learning, and artificial intelligence. Although specifically written for physicists, it will also help provide non-physicists with an opportunity to understand the fundamental concepts from a physics perspective to aid in the development of new and innovative machine learning and artificial intelligence tools. Key Features: Introduces the design of experiments and digital twin concepts in simple lay terms for physicists to understand, adopt, and adapt. Free from endless derivations; instead, equations are presented and it is explained strategically why it is imperative to use them and how they will help in the task at hand. Illustrations and simple explanations help readers visualize and absorb the difficult-to-understand concepts. Ijaz A. Rauf is an adjunct professor at the School of Graduate Studies, York University, Toronto, Canada. He is also an associate researcher at Ryerson University, Toronto, Canada and president of the Eminent-Tech Corporation, Bradford, ON, Canada.
Download or read book Basic Data of Plasma Physics written by Sanborn C. Brown and published by American Inst. of Physics. This book was released on 1997-05-07 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Market: Scientists, engineers, and graduate students involved in the phenomenon of plasma physics. This 1966 reference work is a compilation of some of the most important plasma physics measurements published during the late 1950s and the early 1960s. It offers a wealth of useful information on elastic-collision and charge- transfer cross sections, mobility and diffusion, electron attachment and detachment, and recombination. Numerous fundamental principles make this a much-consulted handbook on the physical phenomena, measurements, and properties of plasma physics.
Download or read book Basic Data of Plasma Physics written by Sanborn Conner 1913- Brown and published by Hassell Street Press. This book was released on 2021-09-09 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Download or read book Basic Data of Plasma Physics 1966 written by Sanborn Conner Brown and published by Cambridge : M.I.T. Press. This book was released on 1967 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Basic Data of Plasma Physics is, in essence, a new book, for several reasons. First, so voluminous have been the research results in this area since the first edition of 1959 that the basic data themselves are greatly changed and enlarged. Second, whereas the earlier edition presented much of the material in verbal form, this one displays almost all of it in a consistent set of graphic figures. And, finally, this new edition is one of the first implementations of computer-based information transfer, in which the basic data were searched out by means of a remote console tied into a central disk library containing an extensive collection of bibliographic information on physics literature. This last matter deserves further amplification, since the new techniques employed here are likely to be used more and more often in the future--because of the ever more rapidly expanding volume of research results just mentioned. Professor Brown, writing in Physics Today, summarizes his aims and methods: Any collection of data one can make these days is out of date before it is published. This is true, for example, of my Basic Data of Plasma Physics. In the book I tried to bring together in useful form the data of gaseous electronics and plasma physics upon which scientists base calculations and further work with basic parameters. Updating this book seemed an ideal computer experiment. I used the Information Retrieval Service of the TIP (Technical Information Project) program not only to find material that has come out since publication of the book but also to arrange the program so that the computer could continue in the future to retrieve relevant information.... The Technical Information Project, upon which this experiment is based, has programmed 25 physics journals from the past few years and The Physical Review from 1959 onto the IBM 7094 operated by Project MAC. Project MAC uses a compatible time-sharing system that is available by standard telephone connections.... The TIP program contains title, author, reference and entire bibliography of every article covered by the computer. ...Entrance into the TIP system is made by choosing a key word or words most likely to be contained in the title of an article in a specific subject. ...in the revision of Basic Data of Plasma Physics the material is created in an open-ended form so that anyone with access to the computer program can search the literature for material that will appear after the report is printed. This feature of the bibliographic search by computers provides a new dimension to the published literature in book form which, without this open-ended feature, is out of date quite generally long before the actual publication date.
Download or read book Basic Concepts in Computational Physics written by Benjamin A. Stickler and published by Springer. This book was released on 2016-03-21 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition is a concise introduction to the basic methods of computational physics. Readers will discover the benefits of numerical methods for solving complex mathematical problems and for the direct simulation of physical processes. The book is divided into two main parts: Deterministic methods and stochastic methods in computational physics. Based on concrete problems, the first part discusses numerical differentiation and integration, as well as the treatment of ordinary differential equations. This is extended by a brief introduction to the numerics of partial differential equations. The second part deals with the generation of random numbers, summarizes the basics of stochastics, and subsequently introduces Monte-Carlo (MC) methods. Specific emphasis is on MARKOV chain MC algorithms. The final two chapters discuss data analysis and stochastic optimization. All this is again motivated and augmented by applications from physics. In addition, the book offers a number of appendices to provide the reader with information on topics not discussed in the main text. Numerous problems with worked-out solutions, chapter introductions and summaries, together with a clear and application-oriented style support the reader. Ready to use C++ codes are provided online.
Download or read book The Cambridge Handbook of Physics Formulas written by Graham Woan and published by Cambridge University Press. This book was released on 2000-07-10 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Cambridge Handbook of Physics Formulas is a quick-reference aid for students and professionals in the physical sciences and engineering. It contains more than 2000 of the most useful formulas and equations found in undergraduate physics courses, covering mathematics, dynamics and mechanics, quantum physics, thermodynamics, solid state physics, electromagnetism, optics and astrophysics. An exhaustive index allows the required formulas to be located swiftly and simply, and the unique tabular format crisply identifies all the variables involved. The Cambridge Handbook of Physics Formulas comprehensively covers the major topics explored in undergraduate physics courses. It is designed to be a compact, portable, reference book suitable for everyday work, problem solving or exam revision. All students and professionals in physics, applied mathematics, engineering and other physical sciences will want to have this essential reference book within easy reach.
Download or read book Basic Physics written by Kenneth W Ford and published by World Scientific Publishing Company. This book was released on 2016-12-15 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: This reissued version of the classic text Basic Physics will help teachers at both the high-school and college levels gain new insights into, and deeper understanding of, many topics in both classical and modern physics that are commonly taught in introductory physics courses. All of the original book is included with new content added. Short sections of the previous book (174 in number) are labeled 'Features.' These Features are highlighted in the book, set forth in a separate Table of Contents, and separately indexed.Many teachers will value this book as a personal reference during a teaching year as various topics are addressed. Ford's discussions of the history and meaning of topics from Newton's mechanics to Feynman's diagrams, although written first in 1968, have beautifully withstood the test of time and are fully relevant to 21st-century physics teaching.
Download or read book Basic Science Budget and SSC written by United States. Congress. Senate. Committee on Energy and Natural Resources. Subcommittee on Energy Research and Development and published by . This book was released on 1988 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Data Analysis in High Energy Physics written by Olaf Behnke and published by John Wiley & Sons. This book was released on 2013-08-30 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide covers the essential tasks in statistical data analysis encountered in high energy physics and provides comprehensive advice for typical questions and problems. The basic methods for inferring results from data are presented as well as tools for advanced tasks such as improving the signal-to-background ratio, correcting detector effects, determining systematics and many others. Concrete applications are discussed in analysis walkthroughs. Each chapter is supplemented by numerous examples and exercises and by a list of literature and relevant links. The book targets a broad readership at all career levels - from students to senior researchers. An accompanying website provides more algorithms as well as up-to-date information and links. * Free solutions manual available for lecturers at www.wiley-vch.de/supplements/
Download or read book From Data to Quanta written by Slobodan Perovic and published by University of Chicago Press. This book was released on 2021-10 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Niels Bohr was a central figure in quantum physics, well-known for his work on atomic structure and his contributions to the Copenhagen interpretation of quantum mechanics. In this book, philosopher Slobodan Perović explores the way Bohr practiced and understood physics, and the implications of this for our understanding of modern science, especially contemporary quantum experimental physics. Perović's method of studying Bohr is philosophical-historical, and his aim is to make sense of both Bohr's understanding of physics and his method of inquiry. He argues that in several important respects, Bohr's vision of physics was driven by his desire to develop a comprehensive perspective on key features of experimental observation as well as emerging experimental work. Perović uncovers how Bohr's distinctive breakthrough contributions are characterized by a multi-layered, phased approach of building on basic experimental insights inductively to develop intermediary and overarching hypotheses. The strengths and limitations of this approach, in contrast to the mathematically or metaphysically driven approaches of other physicists at the time, made him a thoroughly distinctive kind of theorist and scientific leader. Once we see that Bohr played the typical role of a laboratory mediator, and excelled in the inductive process this required, we can fully understand the way his work was generated, the role it played in developing novel quantum concepts, and its true limitations, as well as current adherence to and use of Bohr's complementarity approach among contemporary experimentalists"--
Download or read book The Basic Physics Of Quantum Theory written by Basil S Davis and published by World Scientific. This book was released on 2020-04-04 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introductory course on quantum theory accessible to anyone who is interested in obtaining an insider's knowledge of the subject, but who may not have studied physics at the college level. No mathematics is required beyond middle school algebra. Exercises are provided throughout the book, with answers at the back. This book can be used for self-study or as a textbook in an undergraduate or high school curriculum.
Download or read book Basic Data of Plasma Physics written by Sanborn Conner Brown and published by . This book was released on 1959 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Nuclear Data for Basic and Applied Science written by Phillip Gaffney Young and published by Gordon & Breach Science Publishers. This book was released on 1986 with total page 1044 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book MDCT Physics The Basics written by Mahadevappa Mahesh and published by Lippincott Williams & Wilkins. This book was released on 2012-03-28 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by the chief physicist at Johns Hopkins University Hospital, this easy-to-read short textbook explains the physics behind multi-detector CT technology, particularly newer, more complex technology. The focus is on principles of physics, effects of scan parameters on image quality, and optimum radiation dosage. The book includes numerous key points summaries and questions to assist in exam preparation.
Download or read book Basic Physics of Functionalized Graphite written by Pablo D. Esquinazi and published by Springer. This book was released on 2016-07-12 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book summarizes the basic physics of graphite and newly discovered phenomena in this material. The book contains the knowledge needed to understand novel properties of functionalized graphite demonstrating the occurrence of remarkable phenomena in disordered graphite and graphite-based heterostructures. It also discusses applications of thin graphitic samples in future electronics. Graphite consists of a stack of nearly decoupled two-dimensional graphene planes. Because of the low dimensionality and the presence of Dirac fermions, much of graphite physics resembles that of graphene. On the other hand, the multi-layered nature of the graphite structure together with structural and/or chemical disorder are responsible for phenomena that are not observed yet in graphene, such as ferromagnetic order and superconductivity. Each chapter was written by one or more experts in the field whose contributions were relevant in the (re)discovery of (un)known phenomena in graphite. The book is intended as reference for beginners and experts in the field, introducing them to many aspects of the new physics of graphite, with a fresh overview of recently found phenomena and the theoretical frames to understand them.
Download or read book Selected basic techniques v 3 The physics of intermediate spectrum reactors Ed J R Stehn written by U.S. Atomic Energy Commission. Division of Reactor Development and published by . This book was released on 1959 with total page 1592 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Basic Data of Plasma Physics 1966 written by Sanborn C. Brown and published by . This book was released on 1974-02-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
