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Books in Physical sciences and engineering

  • Multi-Scale Precipitation Variability Over the Tropics

    New Insights from Observations and Modelling
    • 1st Edition
    • Parthasarathi Mukhopadhyay + 2 more
    • English
    Multi-Scale Precipitation Variability Over the Tropics: New Insights from Observations and Modelling explores the latest developments in the observation and modelling of tropical precipitation. Researchers will benefit from this detailed analysis of recent advancements in the field. The text first examines recent satellite and RADAR observations and how those breakthroughs enhance our understanding. This is followed by a review of NASA A-train observations as well as extreme events. The editors also look at predicting precipitation variability with a state-of-the-art ensemble forecast system. The text wraps with a discussion of multiscale cloud and precipitation variability with the backdrop of a changing climate.This text will provide researchers with new insights and a deeper understanding of the latest advances in the observation and modelling of tropical precipitation.

  • RISC-V System-on-Chip Design

    • 1st Edition
    • David Harris + 3 more
    • English
    RISC-V Microprocessor System-On-Chip Design is written to be accessible to an advanced undergraduate audience with limited background. It explains concepts from operating systems, VLSI, and memory systems as necessary, and High school mathematics is sufficient preparation for most of the book, although the floating point and division chapters will be primarily of interest to those with a curiosity about computer arithmetic. Like Harris and Harris’s Digital Design and Computer Architecture textbooks, this book will appeal to students with easy-to-read and complete explanations, sidebars, and occasional humor and cartoons.It comes with an open-source implementation and will include end-of-chapter problems to extend the RISC-V processor in various ways. Ancillary materials include a GitHub repository with complete open-source SystemVerilog code, validation code in C and assembly language, and code for benchmarking and booting Linux.

  • Chain Mobility and Progress in Medicine, Pharmaceuticals, and Polymer Science and Technology

    • 2nd Edition
    • George Wypych
    • English
    Chain Mobility and Progress in Medicine, Pharmaceuticals, and Polymer Science and Technology, Second Edition covers the core fundamentals and applications of chain movement, chain mobility, segmental mobility, segmental dynamics, and chain orientation in polymer science, medicine, pharmaceuticals, and other disciplines. The book starts by defining the principal terms, then looks at the work of Pierre-Gilles de Gennese and his 1991 Nobel Prize in Physics for his work on polymer-macromolecul... substances, the conditions under which chains move, and the effects of these movements on properties of materials, such as chain alignment, chain orientation, creation of free volume, dimensional stability, and more.The book's final chapters provide insights on analytical methods of chain movement, chain movement phenomena in different polymers, and various fields of application. All concepts, findings, and applications are discussed in easy-to-understand language stripped of disciplinary slang, making the book accessible to researchers and practitioners across a variety of scientific fields.

  • Modern Cosmology

    • 3rd Edition
    • Scott Dodelson + 1 more
    • English
    Modern Cosmology, Third Edition provides a detailed introduction to the field of cosmology. Beginning with the smooth, homogeneous universe described by a Friedmann-Lemaître-R... metric, this trusted resource includes careful treatments of dark energy, big bang nucleosynthesis, recombination, and dark matter. The reader is then introduced to perturbations about an FLRW universe: their evolution with the Einstein-Boltzmann equations, their primordial generation by inflation, and their observational consequences: the acoustic peaks in the CMB; the E/B decomposition in polarization; gravitational lensing of the CMB and large-scale structure; and the BAO standard ruler and redshift-space distortions in galaxy clustering.This revised third edition includes updates such as new sections on gravitational waves, line intensity mapping, and emergent analysis techniques; expanded sections of CMB secondaries; and revised figures and pedagogy. These revisions serve to enhance a comprehensive foundational text, as well as provide users with improvements that are aligned with recent advances in the field, as well as modern focuses in the classroom.

  • Neutrons, X-rays, and Light

    Scattering Methods Applied to Soft Condensed Matter
    • 2nd Edition
    • Peter Lindner + 1 more
    • English
    This book addresses the possibilities provided by scattering techniques in the study of soft matter. It fills the gap between the fundamental scattering processes, which are described by the general theoretical framework of elastic and quasi-elastic interaction of radiation with matter, and state-of-the-art applications to specific soft matter systems. Three probes are discussed in detail: neutrons, X-ray photons, and visible light.Part 1 of the book is dedicated to the use of general principles for the measurement and analysis of scattered intensity: elementary scattering process, data reduction, general theorems, the concept of reciprocal space, and its link to structural and dynamical information in direct space. In Part 2, methods and techniques are further discussed, including resolution effects, contrast variation, static and dynamic light scattering, quasielastic neutron scattering, and reflectometry and grazing incidence techniques. Part 3 deals with the state of the art of scattering studies of typical soft matter systems (polymers, self-assembled surfactant systems and liquid crystals, microemulsions, colloids, aggregates, biological systems) with dedicated chapters for particle interactions and modeling. Part 4 highlights special applications, from light scattering in turbid media to scattering under external constraints, applications of neutron reflectometry, characterization of relaxation modes by neutron spectroscopy, and industrial applications.This new edition, written by the lecturers of the Bombannes Summer School, will be most useful as a learning tool for masters and PhD students, postdocs, and young researchers moving into the field. As with the previous edition, it will also be a reference for any scientist working in soft matter, where scattering techniques are ubiquitous, used in both small laboratories and large-scale research facilities.

  • Machine Learning

    From the Classics to Deep Networks, Transformers, and Diffusion Models
    • 3rd Edition
    • Sergios Theodoridis
    • English
    Machine Learning: From the Classics to Deep Networks, Transformers and Diffusion Models, Third Edition starts with the basics, including least squares regression and maximum likelihood methods, Bayesian decision theory, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support vector machines. Bayesian learning is treated in detail with emphasis on the EM algorithm and its approximate variational versions with a focus on mixture modelling, regression and classification. Nonparametric Bayesian learning, including Gaussian, Chinese restaurant, and Indian buffet processes are also presented. Monte Carlo methods, particle filtering, probabilistic graphical models with emphasis on Bayesian networks and hidden Markov models are treated in detail. Dimensionality reduction and latent variables modelling are considered in depth. Neural networks and deep learning are thoroughly presented, starting from the perceptron rule and multilayer perceptrons and moving on to convolutional and recurrent neural networks, adversarial learning, capsule networks, deep belief networks, GANs, and VAEs. The book also covers the fundamentals on statistical parameter estimation and optimization algorithms.Focusing on the physical reasoning behind the mathematics, without sacrificing rigor, all methods and techniques are explained in depth, supported by examples and problems, providing an invaluable resource to the student and researcher for understanding and applying machine learning concepts.

  • Interdependent Human-Machine Teams

    The Path to Autonomy
    • 1st Edition
    • William Lawless + 3 more
    • English
    Interdependent Human-Machine Teams: The Path to Autonomy examines the foundations, metrics, and applications of human-machine systems, the legal ramifications of autonomy, trust by the public, and trust by the users and AI systems of their users, integrating concepts from various disciplines such as AI, machine learning, social sciences, quantum mechanics, and systems engineering. In this book, world-class researchers, engineers, ethicists, and social scientists discuss what machines, humans, and systems should discuss with each other, to policymakers, and to the public.It establishes the meaning and operation of “shared contexts” between humans and machines, policy makers, and the public and explores how human-machine systems affect targeted audiences (researchers, machines, robots, users, regulators, etc.) and society, as well as future ecosystems composed of humans, machines, and systems.

  • Ionic Liquid in Process Intensification

    • 1st Edition
    • Suojiang Zhang
    • English
    Ionic Liquids in Process Intensification focuses on ionic liquids to carry out process intensification research. The book uses computational simulation methods of ionic liquids, as well as the structural design, prediction and structure regulation to describe the process of ionic liquids intensify reaction, separation, photochemistry and materials synthesis related to chemical processes. It analyzes and discusses the latest research results and typical application cases and provides new research ideas and methods for the correlation of different scales from molecular to chemical engineering.Users will find a comprehensive resource that combines computational chemistry, physical chemistry, chemical engineering, materials science, and many other basic and applied disciplines.

  • Sensors, Circuits, and Systems for Scientific Instruments

    Fundamentals and Front-Ends
    • 1st Edition
    • Soumyajit Mandal
    • English
    Sensors, Circuits, and Systems for Scientific Instruments: Fundamentals and Front-Ends presents a unified treatment of modern measurement systems by integrating relevant knowledge in sensors, circuits, signal processing, and machine learning. It also presents detailed case studies of several real-life measurement systems to illustrate how theoretical analysis and high-level designs are translated into working scientific instruments.The book is meant for upper-level undergraduate and beginning graduate students in electrical and computer engineering, applied physics, and biomedical engineering. It is designed to fill a gap in the market between books focused on specific components of measurement systems (semiconductor devices, analog circuits, digital signal processing, etc.) and books that provide a high-level "survey" or "handbook"-type overview of a wide range of sensors and measurement systems.

  • Practical Petrophysics

    • 2nd Edition
    • Martin Kennedy
    • English
    Practical Petrophysics, Second Edition, Volume 62 provides a comprehensive overview of building a petrophysical model. All aspects from the principles of data acquisition through analysis to reporting are covered. This is not intended to be a review of specific tools and measurements, nor is it simply a recipe book. The book aims to teach the fundamental principles that underlie the commonly used tools and techniques but also to encourage pragmatism and avoid reading too much into what is always imperfect data.

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