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Books > Science & Mathematics > Physics > Thermodynamics & statistical physics > Statistical physics

Introduction to Modern Dynamics - Chaos, Networks, Space and Time (Paperback): David D. Nolte Introduction to Modern Dynamics - Chaos, Networks, Space and Time (Paperback)
David D. Nolte
R805 Discovery Miles 8 050 Shipped within 7 - 12 working days

The best parts of physics are the last topics that our students ever see. These are the exciting new frontiers of nonlinear and complex systems that are at the forefront of university research and are the basis of many high-tech businesses. Topics such as traffic on the World Wide Web, the spread of epidemics through globally-mobile populations, or the synchronization of global economies are governed by universal principles just as profound as Newton's laws. Nonetheless, the conventional university physics curriculum reserves most of these topics for advanced graduate study. Two justifications are given for this situation: first, that the mathematical tools needed to understand these topics are beyond the skill set of undergraduate students, and second, that these are speciality topics with no common theme and little overlap. Introduction to Modern Dynamics dispels these myths. The structure of this book combines the three main topics of modern dynamics - chaos theory, dynamics on complex networks, and general relativity - into a coherent framework. By taking a geometric view of physics, concentrating on the time evolution of physical systems as trajectories through abstract spaces, these topics share a common and simple mathematical language through which any student can gain a unified physical intuition. Given the growing importance of complex dynamical systems in many areas of science and technology, this text provides students with an up-to-date foundation for their future careers.

Particles, Fields and Forces - A Conceptual Guide to Quantum Field Theory and the Standard Model (Hardcover, 1st ed. 2019):... Particles, Fields and Forces - A Conceptual Guide to Quantum Field Theory and the Standard Model (Hardcover, 1st ed. 2019)
Wouter Schmitz
R1,577 R1,232 Discovery Miles 12 320 Save R345 (22%) Shipped within 7 - 12 working days

How can fundamental particles exist as waves in the vacuum? How can such waves have particle properties such as inertia? What is behind the notion of "virtual" particles? Why and how do particles exert forces on one another? Not least: What are forces anyway? These are some of the central questions that have intriguing answers in Quantum Field Theory and the Standard Model of Particle Physics. Unfortunately, these theories are highly mathematical, so that most people - even many scientists - are not able to fully grasp their meaning. This book unravels these theories in a conceptual manner, using more than 180 figures and extensive explanations and will provide the nonspecialist with great insights that are not to be found in the popular science literature.

Grassmannian Geometry of Scattering Amplitudes (Hardcover): Nima Arkani-Hamed, Jacob Bourjaily, Freddy Cachazo, Alexander... Grassmannian Geometry of Scattering Amplitudes (Hardcover)
Nima Arkani-Hamed, Jacob Bourjaily, Freddy Cachazo, Alexander Goncharov, Alexander Postnikov, …
R1,234 R1,170 Discovery Miles 11 700 Save R64 (5%) Shipped within 7 - 12 working days

Outlining a revolutionary reformulation of the foundations of perturbative quantum field theory, this book is a self-contained and authoritative analysis of the application of this new formulation to the case of planar, maximally supersymmetric Yang-Mills theory. The book begins by deriving connections between scattering amplitudes and Grassmannian geometry from first principles before introducing novel physical and mathematical ideas in a systematic manner accessible to both physicists and mathematicians. The principle players in this process are on-shell functions which are closely related to certain sub-strata of Grassmannian manifolds called positroids - in terms of which the classification of on-shell functions and their relations becomes combinatorially manifest. This is an essential introduction to the geometry and combinatorics of the positroid stratification of the Grassmannian and an ideal text for advanced students and researchers working in the areas of field theory, high energy physics, and the broader fields of mathematical physics.

The Stability of Matter in Quantum Mechanics (Hardcover): Elliott H. Lieb, Robert Seiringer The Stability of Matter in Quantum Mechanics (Hardcover)
Elliott H. Lieb, Robert Seiringer
R837 Discovery Miles 8 370 Shipped within 7 - 12 working days

Research into the stability of matter has been one of the most successful chapters in mathematical physics, and is a prime example of how modern mathematics can be applied to problems in physics. A unique account of the subject, this book provides a complete, self-contained description of research on the stability of matter problem. It introduces the necessary quantum mechanics to mathematicians, and aspects of functional analysis to physicists. The topics covered include electrodynamics of classical and quantized fields, Lieb-Thirring and other inequalities in spectral theory, inequalities in electrostatics, stability of large Coulomb systems, gravitational stability of stars, basics of equilibrium statistical mechanics, and the existence of the thermodynamic limit. The book is an up-to-date account for researchers, and its pedagogical style makes it suitable for advanced undergraduate and graduate courses in mathematical physics.

Statistical Physics of Fracture, Breakdown, and Earthquake - Effects of Disorder and Heterogeneity (Hardcover): Purusattam Ray,... Statistical Physics of Fracture, Breakdown, and Earthquake - Effects of Disorder and Heterogeneity (Hardcover)
Purusattam Ray, Soumyajyoti Biswas, Bikas K. Chakrabarti
R2,687 R2,276 Discovery Miles 22 760 Save R411 (15%) Shipped within 7 - 12 working days

In this book, the authors bring together basic ideas from fracture mechanics and statistical physics, classical theories, simulation and experimental results to make the statistical physics aspects of fracture more accessible. They explain fracture-like phenomena, highlighting the role of disorder and heterogeneity from a statistical physical viewpoint. The role of defects is discussed in brittle and ductile fracture, ductile to brittle transition, fracture dynamics, failure processes with tension as well as compression: experiments, failure of electrical networks, self-organized critical models of earthquake and their extensions to capture the physics of earthquake dynamics. The text also includes a discussion of dynamical transitions in fracture propagation in theory and experiments, as well as an outline of analytical results in fiber bundle model dynamics With its wide scope, in addition to the statistical physics community, the material here is equally accessible to engineers, earth scientists, mechanical engineers, and material scientists. It also serves as a textbook for graduate students and researchers in physics.

Cambridge Monographs on Mathematical Physics - Supersymmetry, Supergravity, and Unification (Hardcover): Pran Nath Cambridge Monographs on Mathematical Physics - Supersymmetry, Supergravity, and Unification (Hardcover)
Pran Nath
R1,616 R1,523 Discovery Miles 15 230 Save R93 (6%) Shipped within 7 - 12 working days

This unique book gives a modern account of particle physics and gravity based on supersymmetry and supergravity, two of the most significant developments in theoretical physics since general relativity. The book begins with a brief overview of the history of unification and then goes into a detailed exposition of both fundamental and phenomenological topics. The topics in fundamental physics include Einstein gravity, Yang-Mills theory, anomalies, the standard model, supersymmetry and supergravity, and the construction of supergravity couplings with matter and gauge fields, as well as computational techniques for SO(10) couplings. The topics of phenomenological interest include implications of supergravity models at colliders, CP violation, and proton stability, as well as topics in cosmology such as inflation, leptogenesis, baryogenesis, and dark matter. The book is intended for graduate students and researchers seeking to master the techniques for building grand unified models.

Quantum Phase Transitions in Transverse Field Spin Models - From Statistical Physics to Quantum Information (Hardcover): Amit... Quantum Phase Transitions in Transverse Field Spin Models - From Statistical Physics to Quantum Information (Hardcover)
Amit Kumar Dutta, Gabriel Aeppli, Bikas K. Chakrabarti, Uma Divakaran, Thomas F. Rosenbaum, …
R2,191 R2,021 Discovery Miles 20 210 Save R170 (8%) Shipped within 7 - 12 working days

The transverse field Ising and XY models (the simplest quantum spin models) provide the organising principle for the rich variety of interconnected subjects which are covered in this book. From a generic introduction to in-depth discussions of the subtleties of the transverse field Ising and related models, it includes the essentials of quantum dynamics and quantum information. A wide range of relevant topics has also been provided: quantum phase transitions, various measures of quantum information, the effects of disorder and frustration, quenching dynamics and the Kibble-Zurek scaling relation, the Kitaev model, topological phases of quantum systems, and bosonisation. In addition, it also discusses the experimental studies of transverse field models (including the first experimental realisation of quantum annealing) and the recent realisation of the transverse field Ising model using tunable Josephson junctions. Further, it points to the obstacles still remaining to develop a successful quantum computer.

Quantum Field Theory and the Standard Model (Hardcover, New): Matthew D. Schwartz Quantum Field Theory and the Standard Model (Hardcover, New)
Matthew D. Schwartz
R1,719 R1,452 Discovery Miles 14 520 Save R267 (16%) Shipped within 7 - 12 working days

Providing a comprehensive introduction to quantum field theory, this textbook covers the development of particle physics from its foundations to the discovery of the Higgs boson. Its combination of clear physical explanations, with direct connections to experimental data, and mathematical rigor make the subject accessible to students with a wide variety of backgrounds and interests. Assuming only an undergraduate-level understanding of quantum mechanics, the book steadily develops the Standard Model and state-of-the-art calculation techniques. It includes multiple derivations of many important results, with modern methods such as effective field theory and the renormalization group playing a prominent role. Numerous worked examples and end-of-chapter problems enable students to reproduce classic results and to master quantum field theory as it is used today. Based on a course taught by the author over many years, this book is ideal for an introductory to advanced quantum field theory sequence or for independent study.

Correlated Random Systems: Five Different Methods - CIRM Jean-MorletChair, Spring 2013 (Paperback, 2015 ed.): Veronique... Correlated Random Systems: Five Different Methods - CIRM Jean-MorletChair, Spring 2013 (Paperback, 2015 ed.)
Veronique Gayrard, Nicola Kistler
R1,630 R1,021 Discovery Miles 10 210 Save R609 (37%) Shipped within 7 - 12 working days

This volume presents five different methods recently developed to tackle the large scale behavior of highly correlated random systems, such as spin glasses, random polymers, local times and loop soups and random matrices. These methods, presented in a series of lectures delivered within the Jean-Morlet initiative (Spring 2013), play a fundamental role in the current development of probability theory and statistical mechanics. The lectures were: Random Polymers by E. Bolthausen, Spontaneous Replica Symmetry Breaking and Interpolation Methods by F. Guerra, Derrida's Random Energy Models by N. Kistler, Isomorphism Theorems by J. Rosen and Spectral Properties of Wigner Matrices by B. Schlein. This book is the first in a co-edition between the Jean-Morlet Chair at CIRM and the Springer Lecture Notes in Mathematics which aims to collect together courses and lectures on cutting-edge subjects given during the term of the Jean-Morlet Chair, as well as new material produced in its wake. It is targeted at researchers, in particular PhD students and postdocs, working in probability theory and statistical physics.

Foundations of Classical Mechanics (Hardcover): P C Deshmukh Foundations of Classical Mechanics (Hardcover)
P C Deshmukh
R1,521 Discovery Miles 15 210 Shipped within 7 - 11 working days
Thermodynamics in the Quantum Regime - Fundamental Aspects and New Directions (Hardcover, 1st ed. 2018): Felix Binder, Luis A.... Thermodynamics in the Quantum Regime - Fundamental Aspects and New Directions (Hardcover, 1st ed. 2018)
Felix Binder, Luis A. Correa, Christian Gogolin, Janet Anders, Gerardo Adesso
R3,405 R2,655 Discovery Miles 26 550 Save R750 (22%) Shipped within 7 - 12 working days

Quantum Thermodynamics is a novel research field which explores the emergence of thermodynamics from quantum theory and addresses thermodynamic phenomena which appear in finite-size, non-equilibrium and finite-time contexts. Blending together elements from open quantum systems, statistical mechanics, quantum many-body physics, and quantum information theory, it pinpoints thermodynamic advantages and barriers emerging from genuinely quantum properties such as quantum coherence and correlations. Owing to recent experimental efforts, the field is moving quickly towards practical applications, such as nano-scale heat devices, or thermodynamically optimised protocols for emergent quantum technologies. Starting from the basics, the present volume reviews some of the most recent developments, as well as some of the most important open problems in quantum thermodynamics. The self-contained chapters provide concise and topical introductions to researchers who are new to the field. Experts will find them useful as a reference for the current state-of-the-art. In six sections the book covers topics such as quantum heat engines and refrigerators, fluctuation theorems, the emergence of thermodynamic equilibrium, thermodynamics of strongly coupled systems, as well as various information theoretic approaches including Landauer's principle and thermal operations. It concludes with a section dedicated to recent quantum thermodynamics experiments and experimental prospects on a variety of platforms ranging from cold atoms to photonic systems, and NV centres.

Cambridge Texts in Applied Mathematics, Series Number 58 - Microhydrodynamics, Brownian Motion, and Complex Fluids (Paperback):... Cambridge Texts in Applied Mathematics, Series Number 58 - Microhydrodynamics, Brownian Motion, and Complex Fluids (Paperback)
Michael D. Graham
R646 Discovery Miles 6 460 Shipped within 7 - 12 working days

This is an introduction to the dynamics of fluids at small scales, the physical and mathematical underpinnings of Brownian motion, and the application of these subjects to the dynamics and flow of complex fluids such as colloidal suspensions and polymer solutions. It brings together continuum mechanics, statistical mechanics, polymer and colloid science, and various branches of applied mathematics, in a self-contained and integrated treatment that provides a foundation for understanding complex fluids, with a strong emphasis on fluid dynamics. Students and researchers will find that this book is extensively cross-referenced to illustrate connections between different aspects of the field. Its focus on fundamental principles and theoretical approaches provides the necessary groundwork for research in the dynamics of flowing complex fluids.

A Modern Course in Statistical Physics (Paperback, 4th Edition): Linda E. Reichl A Modern Course in Statistical Physics (Paperback, 4th Edition)
Linda E. Reichl
R2,080 R1,710 Discovery Miles 17 100 Save R370 (18%) Shipped within 7 - 12 working days

"A Modern Course in Statistical Physics" is a textbook that illustrates the foundations of equilibrium and non-equilibrium statistical physics, and the universal nature of thermodynamic processes, from the point of view of contemporary research problems. The book treats such diverse topics as the microscopic theory of critical phenomena, superfluid dynamics, quantum conductance, light scattering, transport processes, and dissipative structures, all in the framework of the foundations of statistical physics and thermodynamics. It shows the quantum origins of problems in classical statistical physics. One focus of the book is fluctuations that occur due to the discrete nature of matter, a topic of growing importance for nanometer scale physics and biophysics. Another focus concerns classical and quantum phase transitions, in both monatomic and mixed particle systems. This fourth edition extends the range of topics considered to include, for example, entropic forces, electrochemical processes in biological systems and batteries, adsorption processes in biological systems, diamagnetism, the theory of Bose-Einstein condensation, memory effects in Brownian motion, the hydrodynamics of binary mixtures. A set of exercises and problems is to be found at the end of each chapter and, in addition, solutions to a subset of the problems is provided. The appendices cover Exact Differentials, Ergodicity, Number Representation, Scattering Theory, and also a short course on Probability.

Quantum Field Theory and Critical Phenomena (Hardcover, 4th Revised edition): Jean Zinn-Justin Quantum Field Theory and Critical Phenomena (Hardcover, 4th Revised edition)
Jean Zinn-Justin
R1,973 Discovery Miles 19 730 In stock

This is the first book on Quantum Field Theory which emphasizes the common aspects of particle physics and the theory of critical phenomena. This new fourth edition is completely revised, with more than 50% new material added to the OUP classic.

A First Course in String Theory (Hardcover, 2nd Revised edition): Barton Zwiebach A First Course in String Theory (Hardcover, 2nd Revised edition)
Barton Zwiebach
R1,425 R1,230 Discovery Miles 12 300 Save R195 (14%) Shipped within 7 - 12 working days

String theory made understandable. Barton Zwiebach is once again faithful to his goal of making string theory accessible to undergraduates. He presents the main concepts of string theory in a concrete and physical way to develop intuition before formalism, often through simplified and illustrative examples. Complete and thorough in its coverage, this new edition now includes AdS/CFT correspondence and introduces superstrings. It is perfectly suited to introductory courses in string theory for students with a background in mathematics and physics. New sections cover strings on orbifolds, cosmic strings, moduli stabilization, and the string theory landscape. Now with almost 300 problems and exercises, with password-protected solutions for instructors at www.cambridge.org/zwiebach.

Advances in Disordered Systems, Random Processes and Some Applications (Hardcover): Pierluigi Contucci, Cristian Giardin Advances in Disordered Systems, Random Processes and Some Applications (Hardcover)
Pierluigi Contucci, Cristian Giardin
R2,939 R2,699 Discovery Miles 26 990 Save R240 (8%) Shipped within 7 - 12 working days

This book offers a unified perspective on the study of complex systems for scholars of various disciplines, including mathematics, physics, computer science, biology, economics and social science. The contributions, written by leading scientists, cover a broad set of topics, including new approaches to data science, the connection between scaling limits and conformal field theories, and new ideas on the Legendre duality approach in statistical mechanics of disordered systems. The volume moreover explores results on extreme values of correlated random variables and their connection with the Riemann zeta functions, the relation between diffusion phenomena and complex systems, and the Brownian web, which appears as the universal scaling limit of several probabilistic models. Written for researchers from a broad range of scientific fields, this text examines a selection of recent developments in complex systems from a rigorous perspective.

The Structure and Dynamics of Cities - Urban Data Analysis and Theoretical Modeling (Hardcover): Marc Barthelemy The Structure and Dynamics of Cities - Urban Data Analysis and Theoretical Modeling (Hardcover)
Marc Barthelemy
R1,374 R1,298 Discovery Miles 12 980 Save R76 (6%) Shipped within 7 - 12 working days

With over half of the world's population now living in urban areas, the ability to model and understand the structure and dynamics of cities is becoming increasingly valuable. Combining new data with tools and concepts from statistical physics and urban economics, this book presents a modern and interdisciplinary perspective on cities and urban systems. Both empirical observations and theoretical approaches are critically reviewed, with particular emphasis placed on derivations of classical models and results, along with analysis of their limits and validity. Key aspects of cities are thoroughly analyzed, including mobility patterns, the impact of multimodality, the coupling between different transportation modes, the evolution of infrastructure networks, spatial and social organisation, and interactions between cities. Drawing upon knowledge and methods from areas of mathematics, physics, economics and geography, the resulting quantitative description of cities will be of interest to all those studying and researching how to model these complex systems.

String Theory Methods for Condensed Matter Physics (Hardcover): Horatiu Nastase String Theory Methods for Condensed Matter Physics (Hardcover)
Horatiu Nastase
R1,576 R1,488 Discovery Miles 14 880 Save R88 (6%) Shipped within 7 - 12 working days

The discovery of a duality between Anti-de Sitter spaces (AdS) and Conformal Field Theories (CFT) has led to major advances in our understanding of quantum field theory and quantum gravity. String theory methods and AdS/CFT correspondence maps provide new ways to think about difficult condensed matter problems. String theory methods based on the AdS/CFT correspondence allow us to transform problems so they have weak interactions and can be solved more easily. They can also help map problems to different descriptions, for instance mapping the description of a fluid using the Navier-Stokes equations to the description of an event horizon of a black hole using Einstein's equations. This textbook covers the applications of string theory methods and the mathematics of AdS/CFT to areas of condensed matter physics. Bridging the gap between string theory and condensed matter, this is a valuable textbook for students and researchers in both fields.

Supersymmetry After the Higgs Discovery (Hardcover, 2014 ed.): Ignatios Antoniadis, Dumitru Ghilencea Supersymmetry After the Higgs Discovery (Hardcover, 2014 ed.)
Ignatios Antoniadis, Dumitru Ghilencea
R2,488 R1,539 Discovery Miles 15 390 Save R949 (38%) Shipped within 7 - 12 working days

Supersymmetry (SUSY) is a new symmetry that relates bosons and fermions, which has strong support at both the mathematical and the physical level. This book offers a comprehensive review, following the development of SUSY from its very early days up to present. The order of the contributions should provide the reader with the historical development as well as the latest theoretical updates and interpretations, and experimental constraints from particle accelerators and dark matter searches. It is a great pleasure to bring together here contributions from authors who initiated or have contributed significantly to the development of this theory over so many years. To present a balanced point of view, the book also includes a closing contribution that attempts to describe the physics beyond the Standard Model in the absence of SUSY. The contributions to this book have been previously published in The European Physical Journal C - Particles and Fields.

A First Course in Network Theory (Paperback): Ernesto Estrada, Philip A Knight A First Course in Network Theory (Paperback)
Ernesto Estrada, Philip A Knight
R742 Discovery Miles 7 420 Shipped within 7 - 12 working days

The study of network theory is a highly interdisciplinary field, which has emerged as a major topic of interest in various disciplines ranging from physics and mathematics, to biology and sociology. This book promotes the diverse nature of the study of complex networks by balancing the needs of students from very different backgrounds. It references the most commonly used concepts in network theory, provides examples of their applications in solving practical problems, and clear indications on how to analyse their results. In the first part of the book, students and researchers will discover the quantitative and analytical tools necessary to work with complex networks, including the most basic concepts in network and graph theory, linear and matrix algebra, as well as the physical concepts most frequently used for studying networks. They will also find instruction on some key skills such as how to proof analytic results and how to manipulate empirical network data. The bulk of the text is focused on instructing readers on the most useful tools for modern practitioners of network theory. These include degree distributions, random networks, network fragments, centrality measures, clusters and communities, communicability, and local and global properties of networks. The combination of theory, example and method that are presented in this text, should ready the student to conduct their own analysis of networks with confidence and allow teachers to select appropriate examples and problems to teach this subject in the classroom.

The Road to Maxwell's Demon - Conceptual Foundations of Statistical Mechanics (Hardcover, New): Meir Hemmo, Orly R. Shenker The Road to Maxwell's Demon - Conceptual Foundations of Statistical Mechanics (Hardcover, New)
Meir Hemmo, Orly R. Shenker
R2,179 R2,009 Discovery Miles 20 090 Save R170 (8%) Shipped within 7 - 12 working days

Time asymmetric phenomena are successfully predicted by statistical mechanics. Yet the foundations of this theory are surprisingly shaky. Its explanation for the ease of mixing milk with coffee is incomplete, and even implies that un-mixing them should be just as easy. In this book the authors develop a new conceptual foundation for statistical mechanics that addresses this difficulty. Explaining the notions of macrostates, probability, measurement, memory, and the arrow of time in statistical mechanics, they reach the startling conclusion that Maxwell's Demon, the famous perpetuum mobile, is consistent with the fundamental physical laws. Mathematical treatments are avoided where possible, and instead the authors use novel diagrams to illustrate the text. This is a fascinating book for graduate students and researchers interested in the foundations and philosophy of physics.

Encyclopedia of Complexity and Systems Science (Hardcover, 2009 ed.): Robert A. Meyers Encyclopedia of Complexity and Systems Science (Hardcover, 2009 ed.)
Robert A. Meyers
R98,502 Discovery Miles 985 020 Shipped within 7 - 11 working days

This encyclopedia provides an authoritative single source for understanding and applying the concepts of complexity theory together with the tools and measures for analyzing complex systems in all fields of science and engineering. It links fundamental concepts of mathematics and computational sciences to applications in the physical sciences, engineering, biomedicine, economics and the social sciences.

Machine Learning for Signal Processing - Data Science, Algorithms, and Computational Statistics (Hardcover): Max A. Little Machine Learning for Signal Processing - Data Science, Algorithms, and Computational Statistics (Hardcover)
Max A. Little
R1,268 Discovery Miles 12 680 Shipped within 7 - 12 working days

This book describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Taking a gradual approach, it builds up concepts in a solid, step-by-step fashion so that the ideas and algorithms can be implemented in practical software applications. Digital signal processing (DSP) is one of the 'foundational' engineering topics of the modern world, without which technologies such the mobile phone, television, CD and MP3 players, WiFi and radar, would not be possible. A relative newcomer by comparison, statistical machine learning is the theoretical backbone of exciting technologies such as automatic techniques for car registration plate recognition, speech recognition, stock market prediction, defect detection on assembly lines, robot guidance, and autonomous car navigation. Statistical machine learning exploits the analogy between intelligent information processing in biological brains and sophisticated statistical modelling and inference. DSP and statistical machine learning are of such wide importance to the knowledge economy that both have undergone rapid changes and seen radical improvements in scope and applicability. Both make use of key topics in applied mathematics such as probability and statistics, algebra, calculus, graphs and networks. Intimate formal links between the two subjects exist and because of this many overlaps exist between the two subjects that can be exploited to produce new DSP tools of surprising utility, highly suited to the contemporary world of pervasive digital sensors and high-powered, yet cheap, computing hardware. This book gives a solid mathematical foundation to, and details the key concepts and algorithms in this important topic.

Chi-Squared Data Analysis and Model Testing for Beginners (Paperback): Carey Witkov, Keith Zengel Chi-Squared Data Analysis and Model Testing for Beginners (Paperback)
Carey Witkov, Keith Zengel
R473 Discovery Miles 4 730 Shipped within 7 - 12 working days

Recent groundbreaking discoveries in physics, including the discovery of the Higgs Boson and gravitational waves, have relied on chi-squared analysis and model testing, a data analysis method. This is the first book to make chi-squared model testing accessible to students in introductory physics lab courses and others who need to learn this method, such as beginning researchers in astrophysics and particle physics, beginners in data science, and lab students in other experimental sciences. For over a decade, Harvard University's introductory physics lab sequence has made chi-squared model testing its central theme. Written by two faculty members, the book is based on years of experience teaching students learn how to think like scientists by testing their models using chi-squared analysis. By including uncertainties in the curve fitting technique, chi-squared data analysis improves on the centuries old ordinary least squares and linear regression methods and combines best fit parameter estimation and model testing in one method. A toolkit of essential statistical and experimental concepts is developed from the ground up with novel features to interest even those familiar with the material. The presentation of one and two parameter chi-squared model testing, requiring only elementary probability and algebra, is followed by case studies that apply the methods to simple introductory physics lab experiments. More challenging topics requiring calculus are addressed in an advanced topic chapter. This self-contained and student-friendly introduction includes a glossary, end of chapter problems with complete solutions, and software scripts available in several popular programming languages that the reader can use for chi-squared model testing.

Statistical Mechanics for Engineers (Hardcover, 1st ed. 2015): Isamu Kusaka Statistical Mechanics for Engineers (Hardcover, 1st ed. 2015)
Isamu Kusaka
R1,905 R1,765 Discovery Miles 17 650 Save R140 (7%) Shipped within 7 - 12 working days

This book provides a gentle introduction to equilibrium statistical mechanics. The particular aim is to fill the needs of readers who wish to learn the subject without a solid background in classical and quantum mechanics. The approach is unique in that classical mechanical formulation takes center stage. The book will be of particular interest to advanced undergraduate and graduate students in engineering departments.

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