Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB (R), this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering a broad overview of the growing intersection of data-driven methods, machine learning, applied optimization, and classical fields of engineering mathematics and mathematical physics. With a focus on integrating dynamical systems modeling and control with modern methods in applied machine learning, this text includes methods that were chosen for their relevance, simplicity, and generality. Topics range from introductory to research-level material, making it accessible to advanced undergraduate and beginning graduate students from the engineering and physical sciences. The second edition features new chapters on reinforcement learning and physics-informed machine learning, significant new sections throughout, and chapter exercises. Online supplementary material - including lecture videos per section, homeworks, data, and code in MATLAB (R), Python, Julia, and R - available on databookuw.com.

Quantum physicist, New York Times bestselling author, and BBC host Jim Al-Khalili offers a fascinating and illuminating look at what physics reveals about the world Shining a light on the most profound insights revealed by modern physics, Jim Al-Khalili invites us all to understand what this crucially important science tells us about the universe and the nature of reality itself. Al-Khalili begins by introducing the fundamental concepts of space, time, energy, and matter, and then describes the three pillars of modern physics-quantum theory, relativity, and thermodynamics-showing how all three must come together if we are ever to have a full understanding of reality. Using wonderful examples and thought-provoking analogies, Al-Khalili illuminates the physics of the extreme cosmic and quantum scales, the speculative frontiers of the field, and the physics that underpins our everyday experiences and technologies, bringing the reader up to speed with the biggest ideas in physics in just a few sittings. Physics is revealed as an intrepid human quest for ever more foundational principles that accurately explain the natural world we see around us, an undertaking guided by core values such as honesty and doubt. The knowledge discovered by physics both empowers and humbles us, and still, physics continues to delve valiantly into the unknown. Making even the most enigmatic scientific ideas accessible and captivating, this deeply insightful book illuminates why physics matters to everyone and calls one and all to share in the profound adventure of seeking truth in the world around us.

Endorsed by Eduqas, this Study and Revision Guide supports you in preparing for your assessment. / Written by experienced teachers and examiners, it provides essential underpinning knowledge to recap and revise as well as supporting the development of skills you need to correctly interpret and answer the exam questions. / An exam practice and technique section offers advice on how exam questions are set and marked. / Plenty of practice questions are included with teacher commentaries. / Grade boost tips help refine exam technique, improve grades and avoid common mistakes. / Numerous diagrams clearly explain each concept. / Pointers focus on understanding and using the underpinning knowledge. / Key terms are clearly defined on each page. / Quickfire questions check and reinforce your understanding.

Get the answers you need at your fingertips faster than any other source. Success in Physics is critical when entering the growing fields of technology, computer science and engineering that will support our future progress and innovation with breakthroughs and advances. To help retain the facts, equations and concepts essential to success in class and beyond, these 6 laminated pages can be referenced quickly and easily while studying, as a refresher before exams or even as a desktop reference beyond school. Expertly written by author, editor and professor Brett Kaabel PhD, and designed for quick use and high retention. Be sure to get our original Physics guide and Physics 2 for more complete coverage and better grades for an unmatched value. 6 page laminated guide includes: Introduction, Constants & Definitions Classical Mechanics Kinematics, Newton's Laws Work & Kinetic Energy, Potential Energy (U) Conservation of Energy, Momentum Simple Harmonic Motion (SHM) Gravitation Thermodynamics Temperature Scales Zeroth Law, First Law & Second Law of Thermodynamics Thermal Properties of Systems Kinetic Theory of Gasses Waves Types of Waves Transverse vs. Longitudinal Waves Wave Equation Electromagnetism Electric Charge, Electric Field Magnetic Field, Magnetic Fluz Gauss's Law for Magnetism Faraday's Law of Induction Electromagnetic Waves, Electric Circuits Special Relativity Einstein's Postulates, Time Dilation Length Contraction Lorentz Transformation, Velocity Transformation Relativistic Doppler Effect Relativistic Energy & Momentum Quantum Mechanics Quantized Atomic Energy Levels Nuclear Physics Atoms, Nuclei, Nuclear Forces Radioactivity, Nuclear Reactions Force Carriers

Learn about the Big Bang theory, astrophysics and gravity in The Physics Book. Part of the fascinating Big Ideas series, this book tackles tricky topics and themes in a simple and easy to follow format. Learn about Physics in this overview guide to the subject, brilliant for beginners looking to learn and experts wishing to refresh their knowledge alike! The Physics Book brings a fresh and vibrant take on the topic through eye-catching graphics and diagrams to immerse yourself in. This captivating book will broaden your understanding of physics, with: - More than 100 ground-breaking ideas in this field of science - Packed with facts, charts, timelines and graphs to help explain core concepts - A visual approach to big subjects with striking illustrations and graphics throughout - Easy to follow text makes topics accessible for people at any level of understanding The Physics Book is the perfect introduction to the science, aimed at adults with an interest in the subject and students wanting to gain more of an overview. Here you'll discover more than 90 of the most important laws and theories in the history of physics and the great minds behind them. If you've ever wondered exactly how physicists formulated and proved groundbreaking abstract concepts, this is the perfect book for you. Your Physics Questions, Simply Explained How do magnets generate electricity? What is antimatter? Is time travel possible? If you thought it was difficult to learn the many laws and concepts of physics, The Physics Book presents key information in a clear layout. Learn about Pythagoras's observations on music, Galileo's experiments with spheres and Isaac Newton's theories of gravity and laws of motion with superb mind maps and step-by-step summaries. The Big Ideas Series With millions of copies sold worldwide, The Physics Book is part of the award-winning Big Ideas series from DK. The series uses striking graphics along with engaging writing, making big topics easy to understand.

Winners and underdogs in scientific dispute - not always the better argument decides who is going to enter the annals. The end justifies the means, also in science when one or the other scientist tries to distinguish himself.

Science is so f*cking rad. We don't deserve it. What actually is quantum physics? If you can answer that questions without bullsh*tting the person standing next to you in the bookstore, you can stop reading right now. But although most of us don't actually understand quantum physics, we know that it's mystical and awesome, and if we understood it we'd probably be rich and beautiful and happy, right? After all, there are plenty of people out there trying to sell you quantum crystals to align your quantum energy with your quantum destiny. Can they all be wrong? Spoiler: yes. Yes, they can. There is no such thing as quantum crystals. Sorry! Luckily, as pseudo-science takes over the internet and it's getting harder and harder to separate alternative facts from real science, Chris Ferrie (an actual quantum physicist!) is here to explain quantum physics in a way that makes sense, so you can see the hucksters and bullsh*tters coming from a mile away-and school them in what quantum entanglement actually is (it has nothing to do with your romantic life). If you f*cking love science and want to be slightly less dumb than you were when you woke up this morning, Quantum Bullsh*t is the truly out-of-this-world book for you.

This book investigates in detail the emerging deep learning (DL) technique in computational physics, assessing its promising potential to substitute conventional numerical solvers for calculating the fields in real-time. After good training, the proposed architecture can resolve both the forward computing and the inverse retrieve problems. Pursuing a holistic perspective, the book includes the following areas. The first chapter discusses the basic DL frameworks. Then, the steady heat conduction problem is solved by the classical U-net in Chapter 2, involving both the passive and active cases. Afterwards, the sophisticated heat flux on a curved surface is reconstructed by the presented Conv-LSTM, exhibiting high accuracy and efficiency. Besides, the electromagnetic parameters of complex medium such as the permittivity and conductivity are retrieved by a cascaded framework in Chapter 4. Additionally, a physics-informed DL structure along with a nonlinear mapping module are employed to obtain the space/temperature/time-related thermal conductivity via the transient temperature in Chapter 5. Finally, in Chapter 6, a series of the latest advanced frameworks and the corresponding physics applications are introduced. As deep learning techniques are experiencing vigorous development in computational physics, more people desire related reading materials. This book is intended for graduate students, professional practitioners, and researchers who are interested in DL for computational physics.

Form Symmetries and Reduction of Order in Difference Equations presents a new approach to the formulation and analysis of difference equations in which the underlying space is typically an algebraic group. In some problems and applications, an additional algebraic or topological structure is assumed in order to define equations and obtain significant results about them. Reflecting the author's past research experience, the majority of examples involve equations in finite dimensional Euclidean spaces. The book first introduces difference equations on groups, building a foundation for later chapters and illustrating the wide variety of possible formulations and interpretations of difference equations that occur in concrete contexts. The author then proposes a systematic method of decomposition for recursive difference equations that uses a semiconjugate relation between maps. Focusing on large classes of difference equations, he shows how to find the semiconjugate relations and accompanying factorizations of two difference equations with strictly lower orders. The final chapter goes beyond semiconjugacy by extending the fundamental ideas based on form symmetries to nonrecursive difference equations. With numerous examples and exercises, this book is an ideal introduction to an exciting new domain in the area of difference equations. It takes a fresh and all-inclusive look at difference equations and develops a systematic procedure for examining how these equations are constructed and solved.

This book provides fundamental knowledge in the fields of attosecond science and free electron lasers, based on the insight that the further development of both disciplines can greatly benefit from mutual exposure and interaction between the two communities.
With respect to the interaction of high intensity lasers with matter, it covers ultrafast lasers, high-harmonic generation, attosecond pulse generation and characterization. Other chapters review strong-field physics, free electron lasers and experimental instrumentation.
Written in an easy accessible style, the book is aimed at graduate and postgraduate students so as to support the scientific training of early stage researchers in this emerging field. Special emphasis is placed on the practical approach of building experiments, allowing young researchers to develop a wide range of scientific skills in order to accelerate the development of spectroscopic techniques and their implementation in scientific experiments.
The editors are managers of a research network devoted to the education of young scientists, and this book idea is based on a summer school organized by the ATTOFEL network.

Were you looking for the book with access to MasteringPhysics? This product is the book alone and does NOT come with access to MasteringPhysics. Buy the book and access card package to save money on this resource. This best-selling introduction to the physical and life sciences emphasizes concepts over computation and treats equations as a guide to thinking so the reader can connect ideas. Conceptual Integrated Science covers physics, chemistry, earth science, astronomy, and biology at a level appropriate for non-science students. The conceptual approach relates science to everyday life, is personal and direct, deemphasizes jargon, and emphasizes central ideas. The conceptual ideas serve as the foundation supporting and integrating all the sciences.

How did the universe begin and how will it end?
What is matter?
What is mind, and can it survive death?
What are time and space, and how do they relate to ideas about God?
Is the order of the universe the result of accident or design?

The most profound and age-old questions of existence -- for centuries the focus of religion and philosophy -- may soon be answered through the extraordinary advances of a field of science known as the new physics. In this illuminating work, Paul Davies, author of the acclaimed Other Worlds and The Edge of Infinity, writes that the discoveries of 20th-century physics -- relativity and the quantum theory -- are now pointing the way to a new appreciation of man and his place in the universe. They could, in fact, bring within our grasp a unified description of all creation. Demanding a radical reformulation of the most fundamental aspects of reality and a way of thinking that is in closer accord with mysticism than materialism, the new physics, says Davies, offers a surer path to God than religion.

Described by The Washington Post as "impressive," God and the New Physics is a fascinating look at the impact of science on what were formerly religious issues. Elegantly written, a book for both scholars and lay readers of science, it is, according to the Christian Science Monitor, a "provocative...rewarding intellectual romp."

Here, leading scientists report on why and how diamond can be optimized for applications in bioelectronic and electronics. They cover such topics as growth techniques, new and conventional doping mechanisms, superconductivity in diamond, and excitonic properties, while application aspects include quantum electronics at room temperature, biosensors as well as diamond nanocantilevers and SAWs.

Written in a review style to make the topic accessible for a wider community of scientists working in interdisciplinary fields with backgrounds in physics, chemistry, biology and engineering, this is essential reading for everyone working in environments that involve conventional electronics, biotechnology, quantum computing, quantum cryptography, superconductivity and light emission from highly excited excitonic systems.

A Nobel Prize-winning physicist explains what happened at the very beginning of the universe, and how we know, in this popular science classic. Our universe has been growing for nearly 14 billion years. But almost everything about it, from the elements that forged stars, planets, and lifeforms, to the fundamental forces of physics, can be traced back to what happened in just the first three minutes of its life. In this book, Nobel Laureate Steven Weinberg describes in wonderful detail what happened in these first three minutes. It is an exhilarating journey that begins with the Planck Epoch - the earliest period of time in the history of the universe - and goes through Einstein's Theory of Relativity, the Hubble Red Shift, and the detection of the Cosmic Microwave Background. These incredible discoveries all form the foundation for what we now understand as the "standard model" of the origin of the universe. The First Three Minutes examines not only what this model looks like, but also tells the exciting story of the bold thinkers who put it together. Clearly and accessibly written, The First Three Minutes is a modern-day classic, an unsurpassed explanation of where it is we really come from.

An easy-to-follow guide to introductory physics, from the Big Bang to relativity All science, technology, engineering, and math majors in college and university require some familiarity with physics. Other career paths, like medicine, are also only open to students who understand this fundamental science. But don't worry if you find physics to be intimidating or confusing. You just need the right guide! In Physics I For Dummies, you'll find a roadmap to physics success that walks you through every major topic in introductory physics, including motion, energy, waves, thermodynamics, electromagnetism, relativity, and more. You'll learn the basic principles and math formulas of physics through clear and straightforward examples and instruction, and without unnecessary jargon or complicated theory. In this book, you'll also find: Up-to-date examples and explanations appearing alongside the latest discoveries and research in physics, discussed at a level appropriate for beginning students All the info found in an intro physics course, arranged in an intuitive sequence that will give first-year students a head start in their high school or college physics class The latest teaching techniques to ensure that you remember and retain what you read and practice in the book Physics I For Dummies is proof that physics can fun, accessible, challenging, and rewarding, all at the same time! Whether you're a high school or undergraduate student looking for a leg-up on basic physics concepts or you're just interested in how our universe works, this book will help you understand the thermodynamic, electromagnetic, relativistic, and everything in between.

Wide bandgap light emitters include laser diodes and light-emitting diodes (LED), the most modern diodes widely used in current technologies as microelectronics and optoelectronics. Rapid advances have been made during the last few years, with the result that more research is devoted to applications in line with the expanding market for optoelectronics.
This volume deals with recent research results on wide bandgap light emitting materials, introducing new concepts for devices based on these materials. The editors, scientists with the best reputations, have invited authors from different institutions who are acknowledged researchers in the field as well as being involved in industrial applications. They represent several lines of research: III-nitride compounds, ZnO and ZnSe, the most promising materials for device applications.

Written in accessible language without mathematical formulas, this short book provides an overview of the wide and varied applications of artificial intelligence (AI) across the spectrum of physical sciences. Focusing in particular on AI's ability to extract patterns from data, known as machine learning (ML), the book includes a chapter on important machine learning algorithms and their respective applications in physics. It then explores the use of ML across a number of important sub-fields in more detail, ranging from particle, molecular and condensed matter physics, to astrophysics, cosmology and the theory of everything. The book covers such applications as the search for new particles and the detection of gravitational waves from the merging of black holes, and concludes by discussing what the future may hold.

Learn physics at your own pace without an instructor Basic Physics: A Self-Teaching Guide, 3rd Edition is the most practical and reader-friendly guide to understanding all basic physics concepts and terms. The expert authors take a flexible and interactive approach to physics based on new research-based methods about how people most effectively comprehend new material. The book takes complex concepts and breaks them down into practical, easy to digest terms. Subject matter covered includes: Newton's Laws Energy Electricity Magnetism Light Sound And more There are also sections explaining the math behind each concept for those who would like further explanation and understanding. Each chapter features a list of objectives so that students know what they should be learning from each chapter, test questions, and exercises that inspire deeper learning about physics. High school students, college students, and those re-learning physics alike will greatly enhance their physics education with the help of this one-of-a-kind guide. The third edition of this book reflects and implements new, research-based methods regarding how people best learn new material. As a result, it contains a flexible and interactive approach to learning physics.

* Inclusion of realistic 3D simulations that behave very much like the real thing. This isn't just setting a value and reading something off the screen. These incorporate the physicality of the experiments, which might mean positioning yourself so that a moving needle can be seen accurately by using your position to remove parallax. * Based on academic research into teaching online. * Coverage of all of the required practicals (AQA). * Inclusion of background information on each experiment. * Detailed accounts of how to perform the experiment for real or with the simulation. * The simulations have the Association for Science's Green Tick of approval.

Exam Board: CCEA Level: A-level Subject: Physics First Teaching: September 2016 First Exam: June 2018 Reinforce students' understanding throughout their course; clear topic summaries with sample questions and answers will improve exam technique to achieve higher grades. Written by examiners and teachers, Student Guides: * Help students identify what they need to know with a concise summary of the topics examined in the AS and A-level specification * Consolidate understanding with exam tips and knowledge check questions * Provide opportunities to improve exam technique with sample graded answers to exam-style questions * Develop independent learning and research skills * Provide the content for generating individual revision notes

This best-selling text by John Taylor, now released in its second edition, introduces the study of uncertainties to lower division science students. Assuming no prior knowledge, the author introduces error analysis through the use of familiar examples ranging from carpentry to well-known historic experiments. Pertinent worked examples, simple exercises throughout the text, and numerous chapter-ending problems combine to make the book ideal for use in physics, chemistry and engineering lab courses. This book has been translated into nine languages and has more adoptions than we can count.

Future energy technologies must embrace and achieve sustainability by displacing fossil carbon-intensive energy consumption or capture/reuse/sequester fossil carbon. This book provides a deeper knowledge on individual low (and zero) carbon technologies in a comprehensive way, covering details of recent developments on these technologies in different countries. It also covers materials and processes involved in energy generation, transmission, distribution, storage, policies, and so forth, including solar electrical; thermal systems; energy from biomass and biofuels; energy transmission, distribution, and storage; and buildings using energy-efficient lighting.

Endorsed by WJEC, this Study and Revision Guide supports you in preparing for your assessment. / Written by experienced teachers and examiners, it provides essential underpinning knowledge to recap and revise as well as supporting the development of skills you need to correctly interpret and answer the exam questions. / An exam practice and technique section offers advice on how exam questions are set and marked. / Plenty of practice questions are included with teacher commentaries. / Grade boost tips help refine exam technique, improve grades and avoid common mistakes. / Numerous diagrams clearly explain each concept. / Pointers focus on understanding and using the underpinning knowledge. / Key terms are clearly defined on each page. / Quickfire questions check and reinforce your understanding.

Endorsed by Eduqas, this Study and Revision Guide supports you in preparing for your assessment and offers high quality support you can trust. / Written by experienced teachers and examiners, it provides the essential underpinning knowledge you will need to recap and revise the studies, theories and key terms. Supports the development of skills you need to correctly interpret and answer the exam questions. / Includes plenty of practice questions, with commentaries so you can see where mistakes are typically made and where extra marks can be gained. / An exam practice and technique section offers advice on how exam questions are set and marked.