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This book presents a new way of thinking about quantum mechanics and machine learning by merging the two. Quantum mechanics…
and machine learning may seem theoretically disparate, but their link becomes clear through the density matrix operator which can be readily approximated by neural network models, permitting a formulation of quantum physics in which physical observables can be computed via neural networks. As well as demonstrating the natural affinity of quantum physics and machine learning, this viewpoint opens rich possibilities in terms of computation, efficient hardware, and scalability. One can also obtain trainable models to optimize applications and fine-tune theories, such as approximation of the ground state in many body systems, and boosting quantum circuits’ performance. The book begins with the introduction of programming tools and basic concepts of machine learning, with necessary background material from quantum mechanics and quantum information also provided. This enables the basic building blocks, neural network models for vacuum states, to be introduced. The highlights that follow include: non-classical state representations, with squeezers and beam splitters used to implement the primary layers for quantum computing; boson sampling with neural network models; an overview of available quantum computing platforms, their models, and their programming; and neural network models as a variational ansatz for many-body Hamiltonian ground states with applications to Ising machines and solitons. The book emphasizes coding, with many open source examples in Python and TensorFlow, while MATLAB and Mathematica routines clarify and validate proofs. This book is essential reading for graduate students and researchers who want to develop both the requisite physics and coding knowledge to understand the rich interplay of quantum mechanics and machine learning.Fundamentals of NMR and MRI: From Quantum Principles to Medical Applications
Par Fatemeh Khashami. 2024
This book bridges the gap between physical foundations and medical applications of the NMR and MRI technologies, making them accessible…
to both physicists and biomedical scientists. The physical basis of these technologies is discussed in a manner that can be easily understood by scientists from different backgrounds, aiding them in gaining a clearer understanding of the subject.. For instance, the medical applications of NMR and MRI technologies are described in a way that is accessible to physicists. Moreover, geometrical descriptions and specific mathematical tools are used to facilitate the visualizations of many concepts. Furthermore, the book covers modern technologies such as hyperpolarization and several other state-of-the-art techniques, along with their foundations.Advanced Methods of Joint Inversion and Fusion of Multiphysics Data (Advances in Geological Science)
Par Michael S. Zhdanov. 2023
Different physical or geophysical methods provide information about distinctive physical properties of the objects, e.g., rock formations and mineralization. In…
many cases, this information is mutually complementary, which makes it natural for consideration in a joint inversion of the multiphysics data. Inversion of the observed data for a particular experiment is subject to considerable uncertainty and ambiguity. One productive approach to reducing uncertainty is to invert several types of data jointly. Nonuniqueness can also be reduced by incorporating additional information derived from available a priori knowledge about the target to reduce the search space for the solution. This additional information can be incorporated in the form of a joint inversion of multiphysics data.Generally established joint inversion methods, however, are inadequate for incorporating typical physical or geological complexity. For example, analytic, empirical, or statistical correlations between different physical properties may exist for only part of the model, and their specific form may be unknown. Features or structures that are present in the data of one physical method may not be present in the data generated by another physical method or may not be equally resolvable.This book presents and illustrates several advanced, new approaches to joint inversion and data fusion, which do not require a priori knowledge of specific empirical or statistical relationships between the different model parameters or their attributes. These approaches include the following novel methods, among others: 1) the Gramian method, which enforces the correlation between different parameters; 2) joint total variation functional or joint focusing stabilizers, e.g., minimum support and minimum gradient support constraints; 3) data fusion employing a joint minimum entropy stabilizer, which yields the simplest multiphysics solution that fits the multi-modal data. In addition, the book describes the principles of using artificial intelligence (AI) in solving multiphysics inverse problems. The book also presents in detail both the mathematical principles of these advanced approaches to joint inversion of multiphysics data and successful case histories of regional-scale and deposit-scale geophysical studies to illustrate their indicated advantages.The Milky Way: An Autobiography of Our Galaxy
Par Moiya McTier. 2022
In this approachable and fascinating biography of the galaxy, an astrophysicist and folklorist details everything humans have discovered—from the Milky…
Way's formation to its eventual death, and what else there is to learn about the universe we call home. After a few billion years of bearing witness to life on Earth, of watching one hundred billion humans go about their day-to-day lives, of feeling unbelievably lonely, and of hearing its own story told by others, The Milky Way would like a chance to speak for itself. All one hundred billion stars and fifty undecillion tons of gas of it. It all began some thirteen billion years ago, when clouds of gas scattered through the universe's primordial plasma just could not keep their metaphorical hands off each other. They succumbed to their gravitational attraction, and the galaxy we know as the Milky Way was born. Since then, the galaxy has watched as dark energy pushed away its first friends, as humans mythologized its name and purpose, and as galactic archaeologists have worked to determine its true age (rude). The Milky Way has absorbed supermassive (an actual technical term) black holes, made enemies of a few galactic neighbors, and mourned the deaths of countless stars. Our home galaxy has even fallen in love. After all this time, the Milky Way finally feels that it's amassed enough experience for the juicy tell-all we've all been waiting for. Its fascinating autobiography recounts the history and future of the universe in accessible but scientific detail, presenting a summary of human astronomical knowledge thus far that is unquestionably out of this world. NAMED A BEST BOOK OF 2022 BY PUBLISHERS WEEKLY AND SCIENCENET NAMED A BEST AUDIOBOOK OF 2022 BY BOOKPAGEThe Formative Period of Islamic Thought
Par W. Montgomery Watt. 1998
This text gives a formative account of the development of Islamic thought from the death of Muhammad in 632, to…
950. It demonstrates how various religions and political movements within Islam contributed to what has become standard form, including the positive contribution of sects later regarded as heretical, and the key interaction of religion and politics. Drawing on many previously unresearched Arabic sources, it presents a comprehensive, balanced and clear picture of the main lines of philosophical development in this important period.Taking the Quantum Leap: The New Physics for Nonscientists
Par Fred A. Wolf. 1981
World renowned physicist Fred Alan Wolf explains the scientific concepts of quantum mechanics in accessible language for nonscientists.Winner of the…
National Book AwardTaking the Quantum Leap entertainingly traces the history of physics from the observations of the early Greeks through the discoveries of Galileo and Newton to the dazzling theories of such scientists as Planck, Einstein, Bohr, and Bohm. This humanized view of science opens up the mind-stretching visions of how quantum mechanics, God, human thought, and will are related, and provides profound implications for our understanding of the nature of reality and our relationship to the cosmos.“The prose, indeed, is exhilarating, and exhibits a passion to explain—humorously . . . Wolf provides commendable explanations of visions and revisions of atomic models; he is fin, in particular, on the Uncertainty Principle . . . Enjoy the book for its bravura.” —Kirkus ReviewsThis book focuses in detail on data science and data analysis and emphasizes the importance of data engineering and data…
management in the design of big data applications. The author uses patterns discovered in a collection of big data applications to provide design principles for hypothesis generation, integrating big data processing and management, machine learning and data mining techniques. The book proposes and explains innovative principles for interpreting hypotheses by integrating micro-explanations (those based on the explanation of analytical models and individual decisions within them) with macro-explanations (those based on applied processes and model generation). Practical case studies are used to demonstrate how hypothesis-generation and -interpretation technologies work. These are based on “social infrastructure” applications like in-bound tourism, disaster management, lunar and planetary exploration, and treatment of infectious diseases. The novel methods and technologies proposed in Hypothesis Generation and Interpretation are supported by the incorporation of historical perspectives on science and an emphasis on the origin and development of the ideas behind their design principles and patterns. Academic investigators and practitioners working on the further development and application of hypothesis generation and interpretation in big data computing, with backgrounds in data science and engineering, or the study of problem solving and scientific methods or who employ those ideas in fields like machine learning will find this book of considerable interest.Christentum und Islam in der Geschichte: Zwischen Bewunderung und Polemik (Wiener Beiträge zur Islamforschung)
Par Evrim Erşan Akkılıç, Christine Ratkowitsch. 2024
Dieser Band setzt sich in einem interdisziplinären Kontext mit mannigfaltigen Aspekten der Begegnungen zwischen Islam und Christentum in der christlichen…
und islamischen Geschichte auseinander. Die Spuren dieser Begegnungen reichen weit zurück und lassen sich in historischen, literarischen und theologischen Texten nachverfolgen. Die Beiträge richten einen detaillierten und fokussierten Blick auf die gegenseitigen Wahrnehmungen bzw. Spannungsverhältnisse, die Auswirkungen bis in die heutige Zeit haben.The Middle East and Islamic World Reader: An Historical Reader For The 21st Century
Par Marvin E. Gettleman and Stuart Schaar. 2003
&“The many facets of Middle Eastern history and politics are admirably represented in this far-ranging anthology.&” —Publishers Weekly In…
this insightful anthology, historians Marvin E. Gettleman and Stuart Schaar have assembled a broad selection of documents and contemporary scholarship to give a view of the history of the peoples from the core Islamic lands, from the Golden Age of Islam to today. With carefully framed essays beginning each chapter and brief introductory notes accompanying over seventy readings, the anthology reveals the multifaceted societies and political systems of the Islamic world. Selections range from theological texts illuminating the differences between Shiite and Sunni Muslims, to diplomatic exchanges and state papers, to memoirs and literary works, to manifestos of Islamic radicals. This newly revised and expanded edition covers the dramatic changes in the region since 2005, and the popular uprisings that swept from Tunisia in January 2011 through Egypt, Libya, and beyond. The Middle East and Islamic World Reader is a fascinating historical survey of complex societies that—now more than ever—are crucial for us to understand. &“Ambitious . . . A timely work, it focuses mainly on sociopolitical texts dating from the rise of Islam to the debates concerning U.S. foreign policy in the post-9/11 world.&” —ChoiceFeminist Theology and Social Justice in Islam: A Study on the Sermon of Fatima
Par Null Mahjabeen Dhala. 2024
Fatima, the daughter of Mohammed, is best known for her protest sermon, an important document from the early Islamic era.…
Mahjabeen Dhala here offers an in-depth analysis of this captivating narrative, which lies at the intersection of theology and women's studies. A fresh and deep study of Fatima's sermon from feminist and social justice perspectives, she reclaims the voice of a seventh-century Muslim woman theologian and female inheritance rights activist from patriarchal, sectarian, and secular biases. Dhala unveils a rich tapestry of empowerment for women and political minorities within the Islamic tradition. She also uncovers the early origins of female agency and empowerment in Islam, shattering prevailing Western misconceptions and challenging the notion that Muslim women are passive bystanders. Additionally, Dhala's book contributes to our understanding of the role of women in Islamic theology and ethics, revealing their active engagement in promoting social justice and fostering transformative change.Optical Fiber Current and Voltage Sensors (Series in Fiber Optic Sensors)
Par Klaus Bohnert. 2024
Optical Fiber Current and Voltage Sensors is the first book to provide a complete, comprehensive and up to date treatment…
of the domain of fiber optic and polarimetric sensors, covering fundamental operating principles, characteristics, and construction. Written by one of the most recognised experts in polarimetric sensing, Optical Fiber Current and Voltage Sensors begins by covering the fundamentals of polarized light, as well as essential sensor components. The author then goes on to outline various sensor types and their applications, with a focus on sensors for electric phenomena. The chapters then lay out the demands that sensors need to meet, the technical obstacles and limitations which need to be considered. The book also covers comparisons to corresponding traditional instruments, as well as covering alternative non-conventional sensors. This book will be of interest to a broad audience of prospective readers ranging from graduate research students, to researchers in physics and engineering fields, to industry professionals active in the field who wish to learn about the technology and/or are interested in the development of new commercial solutions based on polarimetric-type fiber sensing as well as their use for high voltage current and voltage sensing.Scattering Amplitudes in Quantum Field Theory (Lecture Notes in Physics #1021)
Par Simon Badger, Johannes Henn, Jan Christoph Plefka, Simone Zoia. 2024
This open access book bridges a gap between introductory Quantum Field Theory (QFT) courses and state-of-the-art research in scattering amplitudes.…
It covers the path from basic definitions of QFT to amplitudes, which are relevant for processes in the Standard Model of particle physics. The book begins with a concise yet self-contained introduction to QFT, including perturbative quantum gravity. It then presents modern methods for calculating scattering amplitudes, focusing on tree-level amplitudes, loop-level integrands and loop integration techniques. These methods help to reveal intriguing relations between gauge and gravity amplitudes and are of increasing importance for obtaining high-precision predictions for collider experiments, such as those at the Large Hadron Collider, as well as for foundational mathematical physics studies in QFT, including recent applications to gravitational wave physics.These course-tested lecture notes include numerous exercises with solutions. Requiring only minimal knowledge of QFT, they are well-suited for MSc and PhD students as a preparation for research projects in theoretical particle physics. They can be used as a one-semester graduate level course, or as a self-study guide for researchers interested in fundamental aspects of quantum field theory.The Goldilocks Enigma: Why Is the Universe Just Right for Life?
Par Paul Davies. 2007
An acclaimed physicist and cosmologist considers the multiverse and more: &“Very readable indeed . . . This is Doctor Who, but for real.&” —TheGuardianThe…
Goldilocks Enigma is Paul Davies&’s eagerly awaited return to cosmology, the successor to his critically acclaimed bestseller The Mind of God. Here he tackles all the &“big questions,&” including the biggest of them all: Why does the universe seem so well adapted for life? In his characteristically clear and elegant style, Davies shows how recent scientific discoveries point to a perplexing fact: many different aspects of the cosmos, from the properties of the humble carbon atom to the speed of light, seem tailor-made to produce life. A radical new theory says it&’s because our universe is just one of an infinite number of universes, each one slightly different. Our universe is bio-friendly by accident—we just happened to win the cosmic jackpot. While this &“multiverse&” theory is compelling, it has bizarre implications, such as the existence of infinite copies of each of us and Matrix-like simulated universes. And it still leaves a lot unexplained. Davies believes there&’s a more satisfying solution to the problem of existence: the observations we make today could help shape the nature of reality in the remote past. If this is true, then life—and, ultimately, consciousness—aren&’t just incidental byproducts of nature, but central players in the evolution of the universe. Whether he&’s elucidating dark matter or dark energy, M-theory or the multiverse, Davies brings the leading edge of science into sharp focus, provoking us to think about the cosmos and our place within it in new and thrilling ways.Survival Guide Wissenschaft: (Über-)Lebenstipps für akademische Karrieren
Par Kai Noeske, Benjamin Rott, Katrin Hille. 2023
Survival Guide Wissenschaft – der unverzichtbare Begleiter für angehende Wissenschaftler:innen! Wertvolle Ratschläge, bewährte Strategien und Insiderwissen aus vielen Jahrzehnten akademischer…
Laufbahnen mit Kurven, Ecken und Kanten. Tipps und Tricks, Dos and Don’ts, um wissenschaftliche Karrieren an Universitäten und anderen Forschungseinrichtungen zu starten, zu überleben und erfolgreich voranzutreiben. Von der Forschungsplanung bis zur Bewerbung um Stipendien und Stellen, von der Netzwerkbildung bis zur Work-Life-Balance, aber auch Exit-Strategien – dieser Survival Guide liefert die entscheidenden (Über-)Lebenstipps für ein Leben in Academia.Cómo funciona la ciencia (DK How Stuff Works)
Par Dk. 2018
Encuentra respuestas científicas a las preguntas que siempre te has hecho, desde que significa estar vivo hasta por qué explotan…
las cosas.Este libro de ciencia nos desvela todos los secretos del universo. Deslumbra a tus amigos y familiares con respuestas a las preguntas científicas cotidianas, como ¿cómo se mantienen los aviones en el aire? ¿Cómo funciona una computadora? ¡y mucho más!Mediante explicaciones claras, gráficos y esquemas visuales, este libro de ciencia en español explica conceptos científicos que no te enseñaron en la escuela, hasta los últimos descubrimientos y noticias científicas como el descubrimiento del Bosón de Higgs. ¡Verás que esto sí que es ciencia simplificada!Tanto para el estudiante de ciencias como para cualquier persona interesada en ampliar sus conocimientos en el campo científico.Este libro es el compañero ideal de El libro de la ciencia de la serie de Big Ideas (Spanish Edition)Ciencia: la mejor manera de entender el universo¿Qué es la materia, la energía, la vida, el espacio? ¡Estamos rodeados de ciencia! Aprende a identificar y a comprender cómo funciona desde la electricidad hasta la realidad virtual, desde la transmisión genética al envejecimiento. Explora el mundo de las estrellas, las galaxias y descubre cuál es el tamaño del universo. Esta guía sobre la ciencia nos descubre todos los aspectos sobre la existencia humana desde la mirada científica. Comprenderás cómo se forma la luz, el sonido, o la presión. Aprenderás a definir conceptos como la relatividad, la inteligencia artificial, la inteligencia física, la nanotecnología, los virus, la terapia genética, la física cuántica, la clonación e incluso el Big Bang.Una guía de referencia actualizada sobre todos los descubrimientos que nos regala la ciencia a día a de hoy, desde el origen del universo hasta los robots, a través de los siguientes capítulos:La materia.Energía y fuerzas.La vida.El espacio.La Tierra.Cómo funciona la ciencia, pertenece a la colección de libros juveniles en español de Conocimiento de la editorial DK, un rincón de nuestro catálogo destinado a mentes jóvenes curiosas que estén interesadas en conocer más sobre el mundo que les rodea, con disciplinas tales como la filosofía, economía y psicología. Los títulos incluidos en esta colección responden a infinidad de preguntas con un lenguaje sencillo y cercano y se apoyan en formidables ilustraciones y esquemas para ayudar a entender complejos asuntos y teorías que capten el interés del público juvenil, mientras desarrollan sus habilidades lectoras y sus conocimientos generales.The Cosmos: An Eye-Opening Look at Our Sun, Its Planets, and Their Moons (Idiot's Guides)
Par Christopher De Pree. 2014
Major new discoveries in space are made almost weekly and there is so much for any new enthusiast to learn…
and explore. Beginning with the solar system, the Sun, all its planets, major moons, and other features, such as the asteroid belt, Idiot's Guides: The Cosmos is packed with information and features the best photos from various explorations. Beautiful photography and detailed descriptions of the various types of masses are compared to Earth-- making the information as easy to grasp as possible. The book also explores the Milky Way, the various star types, including black holes, galaxy filaments, and much more.Idiot's Guides: The Cosmos is a fascinating and easy-to-understand exploration of the universe. Dozens of stunning, full-color photos highlight the latest discoveries and beauty of space, including the solar system, the Sun, the asteroid belt, the Milky Way, various star types, black holes, and more.The Practical Astronomer: Explore the Wonders of the Night Sky
Par Will Gater. 2020
Discover the wonders of the Universe with this complete introduction to observing and understanding the night sky.This practical guide explains…
and demystifies stargazing, teaching you to recognize different kinds of objects and showing you how they move through the sky over the course of the night and the year. It shows you how to understand and enjoy the cosmos, building your practical astronomy skills from the basics to more advanced techniques.Beginning with an explanation of the Universe itself - how big is it, what shape is it, how old is it, and will it end? - it then takes you on a tour around the night sky, building up your knowledge in simple stages. Practical advice begins with naked-eye observations, then illustrated step-by-step instructions show you how to set up and use binoculars and telescopes and how to take your own pictures of the night sky. It also lets you take a closer look at the different objects you can view in the night sky, telling you how to train your eye to recognize basic patterns of stars (constellations) and how to tell planets apart from other celestial bodies, showing you how to observe them in an innovative step-by-step way. An atlas of the night sky is also included, with charts that can be used in both the northern and southern hemispheres throughout the year.Accessible, inspirational, and authoritative, The Practical Astronomer will enthuse and inform anyone who wants to expand their knowledge of the night sky.iOpener: Playground Science (iOpeners)
Par Elizabeth Paren. 2005
This book explains everything about the science that goes into all the fun things on the playground! How does a…
kite fly? Why does a seesaw go up and down? These questions and more are answered with diagrams, detailed explanations, and colorful photographs. This title includes a glossary and an index as well as discussion questions to aid in reading comprehension.Grade: 3Subject: Physical ScienceGenre: Informational TextComprehension Skill/Strategy: Identify Cause and EffectDiagnostic Reading Assessment (DRA/EDL): 34/38Guided Reading Level: OLexile Level: 620LDK's iOpeners equip K-6 students with the skills and strategies they need to access and comprehend nonfiction so that they are not only learning to read but reading to learn. The combination of high-interest content and eye-popping photography of iOpeners brings science and social studies topics to life, raises student achievement in reading, and boosts standardized test scores.Quantum Physics (Idiot's Guides)
Par Marc Humphrey, Paul V. Pancella. 2015
Quantum physics explores the behavior of matter and energy at the molecular, atomic, nuclear, and even smaller levels. Idiot's Guides:…
Quantum Physics explores this very complex topic, while making it easy-to-understand for science enthusiasts and students alike. It skips the complicated math and dives right in to all of the concepts, paradoxes, and implications that make quantum physics so fascinating. Topics include quantum vs. classical physics, the famous double-slit experiment, quantum wave function, the Heisenberg Uncertainty Principle, the Schrodinger's cat thought experiment, quantum entanglement, competing interpretations, quantum gravity, and much more.Crammed with fascinating facts and all the core curriculum topics, this physics book will have you exam-ready in no time!Created…
in association with the Smithsonian Institution, this completely comprehensive guide makes physics crystal clear. It&’s the perfect support for home and school learning.This super simple science book cuts through the jargon and breaks down the information into easy, manageable chunks. From atoms and states of matter to scalars and vectors, this indispensable guide is packed with everything you need to quickly and easily understand physics.The Ultimate Physics Revision Book Every page is designed to make even the most complex scientific subjects accessible and engaging. Topics are covered in one easy-to-follow single page and fully illustrated to explain the concept - perfect for visual learners. The essential points are in a Key Facts box, which is great for checking back later when revising. Calculations and graphs are set out in simple, logical steps to make the science feel achievable for all students.Whether you&’re a keen physicist or just looking to get an A+,, this accessible science revision guide for children offers clear and concise coverage of all the core physics topics. From dramatic images of planets to bolts of lightning, vivid photography makes it easy for students to relate physics to the world around them.Complete the Series:Alongside SuperSimple: Chemistry, SuperSimple: Biology, and SuperSimple: Maths, these revision guides are part of an exciting new series designed not only to educate, but to inspire.