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Elsevier

Books in Physical sciences and engineering

  • Machine Learning with Noisy Labels

    Definitions, Theory, Techniques and Solutions
    • 1st Edition
    • Gustavo Carneiro
    • English
    Machine Learning and Noisy Labels: Definitions, Theory, Techniques and Solutions provides an ideal introduction to machine learning with noisy labels that is suitable for senior undergraduates, post graduate students, researchers and practitioners using, and researching, machine learning methods. Most of the modern machine learning models based on deep learning techniques depend on carefully curated and cleanly labeled training sets to be reliably trained and deployed. However, the expensive labeling process involved in the acquisition of such training sets limits the number and size of datasets available to build new models, slowing down progress in the field. This book defines the different types of label noise, introduces the theory behind the problem, presents the main techniques that enable the effective use of noisy-label training sets, and explains the most accurate methods.

  • Nanomaterials in Biomass Conversion

    Advances and Applications for Bioenergy, Biofuels, and Bio-based Products
    • 1st Edition
    • Komal Rizwan + 1 more
    • English
    Nanomaterials in Biomass Conversion: Advances and Applications for Bioenergy, Biofuels and Biobased Products critically reviews basic principles and advances in nanotechnology for the production of biofuels and bioenergy. Sections explain the fundamentals of nanomaterials, their properties, characterization, and basic processes for synthesis while also reviewing various methods and technologies for the conversion of biomass to bioenergy, biofuels, and value-added products using nanomaterials. This includes homogeneous and heterogeneous nano-catalytic systems, nano-photocatalytic conversion, nanomaterial-assiste... anaerobic digestion, nanoparticles-immobi... enzymes conversion, the production of biogas, volatile fatty acids, value-added products, and in carbon capture and conversion to sustainable energy products, and much more.Final sections address technoeconomics and financial viability in the context of the circular economy, risk related to toxicology, stability, and environmental impacts, and consider the various challenges and future opportunities of biomass conversion through nanomaterials.

  • Stimuli-responsive Actuating Materials for Micro-robotics

    • 1st Edition
    • Kenneth K. W. Kwan + 1 more
    • English
    Stimuli-responsive Actuating Materials for Micro-robotics examines the latest stimuli-responsive actuating materials with high potential for applications in microrobotics. The material science, functionalities, performance, and synthesis of these materials are reviewed. Then, the common enabling technologies for material and signal integration such as 3/4D printing and interface engineering, and chemo-mechanics modeling of the materials are discussed. Finally, there is a chapter that looks at the prospects of materials for micro-robotics, including case studies for specific applications such as self-folding origami robots and robots for micro-surgery. This book is suitable for researchers and practitioners working in the subject areas of materials science and engineering.

  • Next-Generation Cyber-Physical Microgrid Systems

    A Practical Guide to Communication Technologies for Resilience
    • 1st Edition
    • O.V. Gnana Swathika + 2 more
    • English
    Next-Generation Cyber-Physical Microgrid Systems: A Practical Guide to Communication Technologies and Resilience presents the opportunities and challenges of using communication network technology to integrate distributed generation systems into microgrids. Working their way through case studies and theoretical strategies, the book's global range of authors analyze the particular needs of different system structures, including DC, AC-DC and hybrid microgrids, island-bound or grid-connected systems, and case studies in wind power and photovoltaic systems. Risks arising from the communication networks are addressed in detail, with strategies covered including modeling, cyber-physical security set-ups, applications of blockchain, demand-response analyses, and the impact and mitigation of cyber-attacks. Power-electronics interfaces for the integration of these technologies are also demonstrated and explained. With a wealth of real-world, practical advice for the implementation and protection of these communication strategies, this book will be a useful resource for researchers and industry professionals developing the sustainable energy systems of the future.

  • Future Modern Distribution Networks Resilience

    From Passive Operation to Strategic Active Paradigms
    • 1st Edition
    • Seyed Mohammad Taghi Gharibzahedi + 6 more
    • English
    Future Modern Distribution Networks Resilience: From Passive Operation to Strategic Active Paradigms examines the combined impact of low-probability and high-impact events on modern distribution systems’ resilience. Using practical guidance, the book provides comprehensive approaches for improving energy systems’ resilience by utilizing infrastructure and operational strategies. Divided into three parts, Part One provides a conceptual introduction and review of power system resilience, including topics such as risk and vulnerability assessment in power systems, resilience metrics, and power systems operation and planning. Part Two discusses modelling of vulnerability and resilience evaluation indices and cost-benefit analysis.Part Three reviews infrastructure and operational strategies to improve power system resilience, including robust grid hardening strategies, mobile energy storage and electric vehicles, and networked microgrids and renewable energy resources. With a strong focus on economic results and cost-effectives, this book is a practical reference for students, researchers, and engineers interested in power engineering, energy systems, and renewable energy.

  • Metabolomics in Health and Disease Biology

    • 1st Edition
    • Volume 104
    • English
    Metabolomics in Health and Disease Biology, Volume 104 covers this rapidly emerging field that aims for metabolic phenotyping and understanding the blueprint of metabolic pathways under various health and disease conditions by comprehensive analysis of metabolites. Chapters in this new release include Metabolomics approaches: Biomarkers to Disease mechanisms, Metabolomics in sleep disorders, Metabolomics in predicting the hallmark of Cancer Metabolism, Spectroscopic based rapid metabolic fingerprinting approaches for Cancer diagnosis, Lipidomics in assessing the health of osteoarthritis, Metabolomics Applications in Type 2 Diabetes mellitus, Metabolomics of Diabetic retinopathy, Metabolomics in Neurodegenerative disorders- Parkinson's disease, and Metabolomic of Neurodegenerative disorder: Alzheimer's Disease.

  • Understanding the Tensile Properties of Concrete

    In Statics and Dynamics
    • 2nd Edition
    • Jaap Weerheijm
    • English
    Understanding the Tensile Properties of Concrete: In Statistics and Dynamics, Second Edition summarizes recent research on this important subject. After an introduction to concrete, the book is divided into two distinct parts. Part One starts with a summary chapter on the most important parameters that affect the tensile response of concrete. Chapters show how multiscale modeling is used to relate concrete composition to tensile properties. Part Two focuses on dynamic response and starts with an introduction to the different regimes of dynamic loading, ranging from low frequency loading by wind or earthquakes to extreme dynamic conditions due to explosions and ballistic impacts.Following chapters review dynamic testing techniques and devices that deal with the various regimes of dynamic loading. Later chapters highlight the dynamic behavior of concrete from different viewpoints, and the book ends with a chapter on practical examples of how detailed knowledge on tensile properties is used by engineers in structural applications. Drawing on the work of some of the leading experts in the field, the book is fully updated and will be a valuable reference for civil and structural engineers as well as those researching this important material.

  • Geophysical Data Analysis and Inverse Theory with MATLAB® and Python

    • 5th Edition
    • William Menke
    • English
    Geophysical Data Analysis and Inverse Theory with MATLAB or Python, Fifth Edition is a revised and expanded introduction to inverse theory and tomography as it is practiced by geophysicists. The book demonstrates the methods needed to analyze a broad spectrum of geophysical datasets, with special attention given to those methods that generate images of the earth. Data analysis can be a mathematically complex activity, but the treatment in this volume is carefully designed to emphasize those mathematical techniques that readers will find the most familiar and to systematically introduce less-familiar ones. A series of "crib sheets" offer step-by-step summaries of methods presented.Utilizing problems and case studies, along with MATLAB and Python computer code and summaries of methods, the book provides professional geophysicists, students, data scientists and engineers in geophysics with the tools necessary to understand and apply mathematical techniques and inverse theory.

  • Handbook of Emerging Materials for Sustainable Energy

    • 1st Edition
    • Naveen V. Kulkarni + 1 more
    • English
    Handbook of Emerging Materials for Sustainable Energy provides a comprehensive accounting on the fundamentals, current developments, challenges and future prospects of emerging materials for the development of sustainable energy. Each chapter addresses a distinct and important area within the energy field and includes comprehensive data to support the materials being presented. Sections cover Batteries, Capacitors and Supercapacitors, Fuel cells, Thermoelectrics, Novel illumination sources and techniques, Photovoltaics & Solar cells, Alternative energy sources, hydrogen as an energy source, including hydrogen production and fuel generation, the use of Biofuels and Carbon dioxide. The book concludes with three chapters related to advanced materials under development for energy conservation and environmental protection, including theories, methodologies and simulations established for advanced materials.

  • Introduction to Solid State Chemistry

    • 1st Edition
    • James E. House
    • English
    Introduction to Solid State Chemistry provides a strong background to the structures of solids, along with the factors that determine this structure. The content presented stresses the transformations of solids, both in physical forms and chemical composition. In so doing, topics such as phase transitions, sintering, reactions of coordination compounds, and photovoltaic compounds are described, with kinetics and mechanisms of solid state reactions also covered. This book provides the chemistry of solids, structures of solids, the behavior of solids under applied stresses, the types of reactions that solids undergo, and the phenomenological aspects of reactions in solids.Kinetics of reactions in solids is very seldom covered in current literature and an understanding of the mechanisms of reactions in solids is necessary for many applications. James E. House provides a balanced treatment of structure, dynamics, and behavior of solids at a level commensurate with upper-level undergraduates or beginning graduate students who wish to obtain an introduction and overview to solid state chemistry.

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