Modern Physics Foundations And Frontiers With Phython R
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Python For Scientists
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Author : John M. Stewart
language : en
Publisher: Cambridge University Press
Release Date : 2017-07-20
Python For Scientists written by John M. Stewart and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-20 with Computers categories.
Scientific Python is taught from scratch in this book via copious, downloadable, useful and adaptable code snippets. Everything the working scientist needs to know is covered, quickly providing researchers and research students with the skills to start using Python effectively.
Foundations Of Data Science
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Author : Avrim Blum
language : en
Publisher: Cambridge University Press
Release Date : 2020-01-23
Foundations Of Data Science written by Avrim Blum and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-23 with Computers categories.
Covers mathematical and algorithmic foundations of data science: machine learning, high-dimensional geometry, and analysis of large networks.
Machine Learning Refined
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Author : Jeremy Watt
language : en
Publisher: Cambridge University Press
Release Date : 2020-01-09
Machine Learning Refined written by Jeremy Watt and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-09 with Computers categories.
An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.
Statistical Mechanics Algorithms And Computations
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Author : Werner Krauth
language : en
Publisher: OUP Oxford
Release Date : 2006-09-14
Statistical Mechanics Algorithms And Computations written by Werner Krauth and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-14 with Science categories.
This book discusses the computational approach in modern statistical physics in a clear yet accessible way, and works out its intimate relations with other approaches in theoretical physics. Individual chapters focus on subjects as diverse as the hard sphere liquid, classical spin models, single quantum particles and Bose-Einstein condensation. They contain in-depth discussions of algorithms ranging from basic enumeration methods to modern Monte Carlo techniques. The emphasis is on orientation. Discussions of implementation details are kept to a minimum. The book heavily relies on illustrations, tables and concise printed algorithms to convey key information: all the material remains easily accessible. The book is fully self-contained: graphs and tables can be readily reproduced by programming at most a few dozen lines of computer code. Most sections lead from an elementary discussion to the rich and difficult problems of contemporary computational and statistical physics, and will be of interest to a wide range of students, teachers and researchers in physics and the neighboring sciences. An accompanying CD allows to incorporate the layout material (illustrations, tables, schematic programs) into the reader's own presentations.
Snakes On A Spaceship An Overview Of Python In Space Physics
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Author : Angeline G. Burrell
language : en
Publisher: Frontiers Media SA
Release Date : 2023-07-20
Snakes On A Spaceship An Overview Of Python In Space Physics written by Angeline G. Burrell and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-20 with Science categories.
Physics Of The Future
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Author : Michio Kaku
language : en
Publisher: Penguin UK
Release Date : 2011-05-05
Physics Of The Future written by Michio Kaku and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-05 with Science categories.
The international bestselling author of Physics of the Impossible gives us a stunning and provocative vision of the future Based on interviews with over three hundred of the world's top scientists, who are already inventing the future in their labs, Kaku-in a lucid and engaging fashion-presents the revolutionary developments in medicine, computers, quantum physics, and space travel that will forever change our way of life and alter the course of civilization itself. His astonishing revelations include: The Internet will be in your contact lens. It will recognize people's faces, display their biographies, and even translate their words into subtitles. You will control computers and appliances via tiny sensors that pick up your brain scans. You will be able to rearrange the shape of objects. Sensors in your clothing, bathroom, and appliances will monitor your vitals, and nanobots will scan your DNA and cells for signs of danger, allowing life expectancy to increase dramatically. Radically new spaceships, using laser propulsion, may replace the expensive chemical rockets of today. You may be able to take an elevator hundreds of miles into space by simply pushing the "up" button. Like Physics of the Impossible and Visions before it, Physics of the Future is an exhilarating, wondrous ride through the next one hundred years of breathtaking scientific revolution. Internationally acclaimed physicist Dr Michio Kaku holds the Henry Semat Chair in Theoretical Physics at the City University of New York. He is also an international bestselling author, his books including Hyperspace and Parallel Worlds, and a distinguished writer, having featured in Time, the Wall Street Journal, the Sunday Times and the New Scientist to name but a few. Dr Kaku also hosts his own radio show, 'Science Fantastic', and recently presented the BBC's popular series 'Time'.
An Introduction To Mechanics
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Author : Daniel Kleppner
language : en
Publisher: Cambridge University Press
Release Date : 2014
An Introduction To Mechanics written by Daniel Kleppner and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Science categories.
This second edition is ideal for classical mechanics courses for first- and second-year undergraduates with foundation skills in mathematics.
Machine Learning Meets Quantum Physics
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Author : Kristof T. Schütt
language : en
Publisher: Springer Nature
Release Date : 2020-06-03
Machine Learning Meets Quantum Physics written by Kristof T. Schütt and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-03 with Science categories.
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.
Feynman S Tips On Physics
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Author : Richard P. Feynman
language : en
Publisher: Basic Books
Release Date : 2013-01-29
Feynman S Tips On Physics written by Richard P. Feynman and has been published by Basic Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-29 with Science categories.
Feynman's Tips on Physics is a delightful collection of Richard P. Feynman's insights and an essential companion to his legendary Feynman Lectures on Physics With characteristic flair, insight, and humor, Feynman discusses topics physics students often struggle with and offers valuable tips on addressing them. Included here are three lectures on problem-solving and a lecture on inertial guidance omitted from The Feynman Lectures on Physics. An enlightening memoir by Matthew Sands and oral history interviews with Feynman and his Caltech colleagues provide firsthand accounts of the origins of Feynman's landmark lecture series. Also included are incisive and illuminating exercises originally developed to supplement The Feynman Lectures on Physics, by Robert B. Leighton and Rochus E. Vogt. Feynman's Tips on Physics was co-authored by Michael A. Gottlieb and Ralph Leighton to provide students, teachers, and enthusiasts alike an opportunity to learn physics from some of its greatest teachers, the creators of The Feynman Lectures on Physics.
Pathways Of Power
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Author : Eric R. Wolf
language : en
Publisher: Univ of California Press
Release Date : 2001-01-03
Pathways Of Power written by Eric R. Wolf and has been published by Univ of California Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-01-03 with Psychology categories.
This collection of essays was devised by the author to study how anthropology brought the study of complex societies and world systems in to its purview.