Elsevier inc jun 2025 (46 resultados)
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Taschenbuch. Condición: Neu. Neuware - \*\*Selected for 2026 Doody's Core Titles in Library and Information Science\*\*Library Space Planning and Design discusses library planning methods to improve academic libraries, learning commons, undergraduate and graduate studies, special collections, and archives. Often, these projects…required difficult challenges. For example, how to integrate student success centers or create new learning commons into a library. The book shows how a library plan can be both sustainable and attractive to the users and how to integrate library functions, furniture, and equipment to enhance the learning environment. Case studies from the author's interactions with library staff, stakeholders, and community leadership in the planning process are also included for additional clarity.
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EUR 193,75
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Taschenbuch. Condición: Neu. Neuware - Applied Raman Spectroscopy: Concepts, Instrumentation, Chemometrics, and Life Science Applications synthesizes recent developments in the field, providing an updated overview. The book focuses on the modern concepts of Raman spectroscopy techniques, recent technological innovations, data an…alysis using chemometric methods, along with the latest examples of life science applications relevant in academia and industries. It will be beneficial to researchers from various branches of science and technology, and it will point them to modern techniques coupled with data analysis methods. In addition, it will help instruct new readers on Raman spectroscopy and hyphenated Raman spectroscopic techniques.The book is primarily written for analytical and physical chemistry students and researchers at a more advanced level who require a broad introductory overview of the applications of Raman spectroscopy, as well as those working in applied industry and clinical laboratories. Students, researchers, and industry workers in related fields, including X-ray and materials science, agriculture, botany, molecular biology and biotechnology, mineralogy, and environmental science will also find it very useful.
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EUR 211,00
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Taschenbuch. Condición: Neu. Neuware - Finite Mathematics: An Introduction with Applications in Business, Social Sciences, and Music presents core concepts of finite mathematics in a clear, intuitive fashion designed to reinforce understanding. The book begins with finite mathematics foundations, with explanations and exercises…on combinatorics, logic, set theory, sequences and series, functions and functional notation, elementary probability, linear programming and systems, and Markov chains. Later chapters explore and explain a range of finite mathematics applications, from game theory to voting, apportionment, finance, graph theory, and the science and physics of music.Written with an accessible, example-based approach, this book engages STEM and non-STEM students alike, preparing them for courses across a range of quantitative fields, social sciences, and the liberal arts. Problem-solving exercises are featured at the conclusion of each subsection, with corresponding answers in the appendix. The book is also accompanied by a solutions manual, sample projects assignments, tests, lecture slides, and datasets on a companion website.
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EUR 215,00
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Taschenbuch. Condición: Neu. Neuware - Federated Learning for Medical Imaging: Principles, Algorithms, and Applications gives a deep understanding of the technology of federated learning (FL), the architecture of a federated system, and the algorithms for FL. It shows how FL allows multiple medical institutes to collaboratively…train and use a precise machine learning (ML) model without sharing private medical data via practical implantation guidance. The book includes real-world case studies and applications of FL, demonstrating how this technology can be used to solve complex problems in medical imaging. The book also provides an understanding of the challenges and limitations of FL for medical imaging, including issues related to data and device heterogeneity, privacy concerns, synchronization and communication, etc.This book is a complete resource for computer scientists and engineers, as well as clinicians and medical care policy makers, wanting to learn about the application of federated learning to medical imaging.
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EUR 218,00
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Taschenbuch. Condición: Neu. Neuware - Decontamination of Subsurface Water Resources System using Contemporary Technologies provides a comprehensive approach to addressing the decontamination of subsurface water resources. It covers field experimentations, modelling strategies, remote-sensing methods, and the application of arti…ficial intelligence.This broad coverage ensures that readers gain a well-rounded understanding of the topic. Purchasing this book offers a unique opportunity to access up-to-date, comprehensive, and scientifically grounded insights into subsurface water decontamination. This book will inform the student, researcher, policymaker, or industry practitioner and contribute to positive change in the field of water resource management.
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EUR 223,00
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Buch. Condición: Neu. Neuware - Advances in Applied Microbiology, Volume 130 continues the comprehensive reach of this widely read and authoritative review source in microbiology where users will find invaluable references and information on a variety of areas relating to the topics of microbiology.
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EUR 238,00
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Taschenbuch. Condición: Neu. Neuware - The Carbon Footprint of our Primary Energy Sources supplies readers with a comprehensive, accessible analysis of the carbon footprints of a range of primary energy sources including crude oil, natural gas, coal, solar energy, wind energy, geothermal energy, hydroelectric energy and nuclear…energy, and biofuels, and their carbon footprints, employing a full lifecycle assessment (LCA) of each primary energy source. It furnishes both the foundation and a tool for estimating carbon footprints for a range of energy systems. The work culminates in a cost-benefit analysis of these primary energy sources.With the significant uptick of global investment in alternative energies and the global focus on reducing emissions, this text delivers an important foundational overview/understanding of these systems, and an opportunity for teachers and readers to apply learnings to their own energy consumption choices.
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EUR 244,00
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Taschenbuch. Condición: Neu. Neuware - Sustainable Applications of Pomegranate Peels serves as an invaluable resource to enhance pomegranate farming and fruit processing industries while minimizing environmental impacts. The book delves into multiple sustainable applications, spanning biotechnological, agricultural, environmenta…l, and energy sectors. It provides in-depth identification, quantification, and characterization of pomegranate wastes along with their potential in livestock breeding. Notably, it explores the use of bioactive compounds from by-products in food products, and details pomegranate's health benefits, including antioxidant and antimicrobial properties. This comprehensive guide is essential for researchers, decision-makers, and industry professionals.
Idioma: Inglés
Editorial: Elsevier Inc Jun 2025, 2025
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EUR 246,00
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Taschenbuch. Condición: Neu. Neuware - Google Earth Engine and Artificial Intelligence for Earth Observation: Algorithms and Sustainable Applications explores a wide range of transformative data fusion techniques of Artificial Intelligence (AI) technologies applied to Google Earth Engine (GEE) techniques. It includes a wide rang…e of scientific domains that can utilize remote sensing and geographic information systems (GIS) through detailed case studies. This book delves into the challenges of AI-driven tools and technologies for Earth observation data analysis, offering possible solutions and directly addressing current and upcoming needs within Earth observation. Google Earth Engine and Artificial Intelligence for Earth Observation: Algorithms and Sustainable Applications is a useful reference for geospatial scientists, remote sensing experts, and environmental scientists utilizing remote sensing to apply the latest AI techniques to data obtained from GEE for their research and teaching.
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EUR 254,00
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Taschenbuch. Condición: Neu. Neuware - Quantum chemistry requires ever higher computational performance, with more and more sophisticated and dedicated Python scripts being required to solve challenging problems. Although resources for basic use of Python are widely (and often freely) available online and in literature, truly co…hesive materials for advanced Python programming skills are lacking.Qiming Sun, a developer of the popular Python package PySCF, provides a comprehensive, end-to-end practical resource for researchers and engineers who have basic Python programming experiences chiefly in computational chemistry but want to take their use of the software forwards to the next level, the book provides an insightful exploration of Numpy, Pandas, and other data analysis tools. Readers will learn how to manage their Python computational projects in a professional way, with various tools and protocols for computational chemistry research and general scientific computing tasks exhibited and analysed from a technical perspective. Multiple programming paradigms including object-oriented, functional, meta-programming, dynamic, concurrent, and vector-oriented are illustrated in various technology scenarios allowing readers to properly use them to enhance their program projects. Readers will also learn how to use the presented optimization technologies to speed up their Python applications, even to the level as fast as a native C++ implementation. The applications of these technologies are then demonstrated using quantum chemistry Python applications.Python for Quantum Chemistry: A Full Stack Programming Guide is written primarily for graduate students, researchers and software engineers working primarily in the fields of theoretical chemistry, computational chemistry, condensed matter physics, material modelling, molecular simulations, and quantum computing.
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EUR 273,00
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Buch. Condición: Neu. Neuware - Cerebral Metastases: Translational Advances, Evaluation and Management, Volume 165 in this ongoing series, highlights new advances in the field, with this new volume covering many interesting topics, including Molecular Drivers in CNS metastasis, Role of the tumor microenvironment in CNS metastati…c disease, Advanced Imaging to improve early diagnosis and evaluate treatment response, Liquid biopsy in early detection of CNS metastasis, Precision medicine approaches to CNS metastatic disease, IMRT/conventional RT, Single and hypofractionated SRS, Brachytherapy for recurrent metastases, LITT for treatment of active brain metastasis and radiation necrosis, and much more.Other topics covered include Minimally-invasive surgical approaches in the management of brain metastases.
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Taschenbuch. Condición: Neu. Neuware - Recently, both researchers and consumers have shown strong and growing interest in craft beer, which is characterized by its small batches, local breweries, and unique varieties. Craft Beer: New Frontiers in Brewing Science provides a comprehensive picture of the craft beer market, history…and legal definition, brewing processes, and the qualities and styles of the end product. It emphasizes traditional and innovative microbial resources involved in the fermentation process, as well as safety, nutrition, and emerging problems, such as the sustainability of the production process.Craft Beer: New Frontiers in Brewing Science is the first and only scientific text to comprehensively summarize this exciting field. Researchers and students in interested brewing science, as well as industry specialists from beer companies will all benefit from this unique resource.
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Taschenbuch. Condición: Neu. Neuware - Emerging Green Processing Technologies for Beverages, Volume Seven in the Developments in Food Quality and Safety series, covers the fundamentals and recent trends in the processing of different beverages, such as herbal beverages, fresh produce-based beverages, and dairy beverages. Chapter…s cover a broad range of beverages to enhance knowledge in quality retention and shelf life extension. Sections summarize the influence of green technologies on nutritional quality, microbial safety, and physico-chemical characteristics. Edited by Dr. José Manuel Lorenzo and authored by a team of global experts, this book provides comprehensive knowledge to food industry personnel and scientists.This is the most up-to-date resource, covering trend topics such as Advances in the analysis of toxic compounds and control of food poisoning; Food fraud, traceability and authenticity; Revalorization of agrifood industry; Natural antimicrobial compounds and application to improve the preservation of food; Non-thermal processing technologies in the food industry; Nanotechnology in food production; and Intelligent packaging and sensors for food applications.
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Taschenbuch. Condición: Neu. Neuware - CRISPR for Climate-Smart and Sustainable Agriculture summarizes the current genome editing technology being used in food and energy crops. It presents methods and applications of CRISPR tools for breeding climate-smart and stress-tolerant crops that are better able to resist biotic and abio…tic stressors due to climate change.Gene editing tools are increasingly seen as options for improving plant health and productivity. CRISPR is one such emerging and quickly advancing crucial technology for the research field of plant physiology, plant molecular biology, and crop breeding. CRISPR for Climate-Smart and Sustainable Agriculture focuses on genetic engineering using CRISPR technology for precision breeding of crops to achieve climate resilience, stress tolerance, and higher yield. Organized by specific plant challenges, this book presents expert insights from around the globe, providing updated knowledge of CRISPR with an emphasis on facing climate change and supporting sustainable agriculture.This volume in the Genome Modified Plants and Microbes in Food and Agriculture series will be valuable for researchers, academics, and advanced-level students seeking to understand and advance the use of CRISPR technologies toward the UN Sustainable Development Goals and the Paris Climate Agreement.
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Taschenbuch. Condición: Neu. Neuware - Abiotic Stress in Underground Vegetables provides comprehensive information on the morphological, physiological, and biochemical responses of various underground vegetable crops to abiotic stress and the strategies for managing these crops under these conditions.Climate changes pose major c…hallenges to the productivity and yield of crops, particularly horticultural crops that bear their edible parts underground. Underground vegetable crops are highly nutritious, non-cereal plant species grown in various agro-ecological zones and play a significant role in feeding both people and animals around the world as well a providing industrial products. To address the range of challenges created by climate changes, it is crucial to understand the physiological, biochemical, and molecular responses of crops to abiotic stress and the potential mechanisms of resistance and mitigation.Presented in two parts, 'Stress Responses' and 'Stress Mitigation', Abiotic Stress in Underground Vegetables offers a detailed exploration of reactions of different underground vegetable crops to abiotic stress, along with effective management strategies for cultivating these crops. This book is an essential resource for researchers, students, crop growers, and all stakeholders in the field of crop sciences who are interested in improving the yield and productivity of these vital crops.
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Taschenbuch. Condición: Neu. Neuware - Multifunctional Solar Chimney in Buildings: From Idea to Practice is the first book on multifunctional solar chimneys that integrates energy saving, natural ventilation, and fire safety. The book introduces fundamental influencing factors and optimization design, theoretical deduction of bo…th heating and cooling modes, the impacts of wind environments, solar chimney applications, fulfilment of WHO requirements, idea validation of multifunctional solar chimney, and finally, the applications of multifunctional solar chimney in buildings and tunnels.This is a valuable resource for all those with an interest in solar chimney technology, sustainable building design, and fire safety engineering, including researchers, engineers, architects, developers, scientists, faculty, advanced students, and policymakers.
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Taschenbuch. Condición: Neu. Neuware - Deep Learning for Earth Observation and Climate Monitoring bridges the gap between deep learning and the Earth sciences, offering cutting-edge techniques and applications that are transforming our understanding of the environment. With a focus on practical scenarios, this book introduces re…aders to the fundamental concepts of deep learning, from classification and image segmentation to anomaly detection and domain adaptability. The book includes practical discussion on regression, parameter retrieval, forecasting, and interpolation, among other topics. With a solid foundational theory, real-world examples, and example codes, it provides a full understanding of how intelligent systems can be applied to enhance Earth observation and especially climate monitoring.This book allows readers to apply learning representations, unsupervised deep learning, and physics-aware models to Earth observation data, enabling them to leverage the power of deep learning to fully utilize the wealth of environmental data from satellite technologies.
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Taschenbuch. Condición: Neu. Neuware - Necrobotics for Healthcare Applications and Management delves into the emerging area of necrobotics and its implications for healthcare. Exploring the convergence of robotics, technology, and healthcare, the book presents leading-edge research, practical implementations, and ethical conside…rations. It bridges a significant gap in healthcare literature, furnishing a contemporary and comprehensive perspective on necrobotics. Highlighting its distinct applications, management nuances, and ethical dimensions in the domain of medical robotics, the book equips readers with an in-depth grasp of this evolving field. It offers insights into technological intricacies, practical utilization, and ethical guidelines. Through real-world case studies and exemplar practices, it vividly demonstrates successful necrobotics deployments while addressing integration challenges. The book facilitates adept navigation of necrobotics complexities, spur innovation, enhance patient outcomes, and contribute to healthcare evolution. Catering to the distinct information requisites and daily obstacles encountered by engineers, healthcare practitioners, and researchers, the book offers extensive insights into necrobotics technologies, real-life case studies, and ethical reflections. It stands as a valuable resource for individuals striving to harness necrobotics' potential for efficacious healthcare solutions.
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Taschenbuch. Condición: Neu. Neuware - Frosting and Icing for Efficient Energy Use in Engineering Applications provides a compendium of innovative case studies for mitigating impacts from frosting and icing on energy. This book first clarifies the mechanisms of frosting and icing, outlining modeling options, and control techniqu…es. Next, a series of experimental examples show the effects of frosting at different scales of energy production, from ambient air vaporizers to wind turbines, and demonstrate how to control these for maximum efficiency. Finally, the mechanisms and mitigation of frosting are examined in a variety of infrastructure scenarios, including sustainable food storage and efficient high-speed railways.Combining the theoretical fundamentals of frosting and icing with a huge range of real-world case studies, this resource shows how to limit energy loss to these effects in key areas of engineering.
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Taschenbuch. Condición: Neu. Neuware - Statistical Relational Artificial Intelligence in Photovoltaic Power Uncertainty Analysis addresses uncertainty issues in photovoltaic power generation while also supporting the collaborative enhancement of understanding and applying theory and methods through the integration of models, cas…es, and code. The book employs StaRAI to address uncertainty analysis and modeling issues at different time scales in photovoltaic power generation, including photovoltaic power prediction, probabilistic power flow, stochastic planning, and more. Chapters cover uncertainty of PV power generation from short to long time scales, including day-ahead scheduling (24 hours in advance), intraday scheduling (minute to hour rolling), and grid planning (15 years).Other sections study the impact of photovoltaic uncertainty on the power grid, offering the most classic cases of probabilistic load flow and PV stochastic planning.The theoretical content of this book is not only systematic but supplemented with concrete examples and MATLAB/Python codes. Its contents will be of interest to all those working on photovoltaic planning, power generation, power plants, and applications of AI, including researchers, advanced students, faculty engineers, R&D, and designers.
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Taschenbuch. Condición: Neu. Neuware - Photonic Laser Propulsion offers a thrilling glimpse into the future of rapid mass space transportation by surveying one of the most significant breakthrough technologies to overcome the limitations of current propulsion systems based on conventional rocketry.Written by the pioneer of photo…nic laser propulsion (PLP), this book strives to establish a strong foundational understanding while exploring advanced theoretical concepts. Readers are guided through quantum mechanics, optical resonators, and radiation pressure that underpin this revolutionary thrust mechanism, to then be offered past experimental milestones and cutting-edge demonstrations that trace its evolution and validate its feasibility. A presentation of current application examples as well as long-term development pathways for interplanetary commutes and interstellar probes conclude the excursus, fostering curiosity and charting a course for further research exploration in this dynamic realm.Researchers both in academia and industry and a host of other technical audiences at all levels will think of this volume, which consolidates a growing body of knowledge surrounding PLP, as a key resource for their study or work to enable innovative space endeavors, including human civilization s expansion within our solar system or interstellar exploration.
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Taschenbuch. Condición: Neu. Neuware - Revolutionizing Heat Transfer: Nanofluids, Turbulators, and Machine Learning for Sustainable Energy Efficiency bridges the knowledge gap between traditional heat transfer enhancement techniques and innovative approaches employing nanofluids and turbulators. Users will find this to be an all…-inclusive resource on the latest advancements in nanofluids, turbulators, and machine learning techniques for heat transfer enhancement that also includes detailed guidance on the synthesis, characterization, design, and optimization of these technologies. Using an interdisciplinary approach, this book serves as a valuable reference for researchers and practitioners working on heat transfer in energy applications and students studying related areas.There is a growing need for this resource as it addresses both the limitations of current heat transfer techniques while also providing sustainable solutions for a wide range of engineering applications.
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Taschenbuch. Condición: Neu. Neuware - Reliable and Resilient Logistic Systems signposts the risks associated with common logistics systems and provides cutting-edge preventive and rapid response strategies to counter them. Today s dynamically changing market conditions create an unstable and unpredictable environment for enterp…rises to operate in, which is not catered to by traditional approaches to logistics planning and organization. In response, this ground-breaking book explains how to create resilient logistic networks that can adapt quickly to changes in operational conditions, thus leading to more reliable supply. Adopting a process orientation, the authors consider a range of issues related to continuous improvement and sidestep the organizational boundaries that can stand in the way of process optimization. Their interdisciplinary approach addresses both technical and management aspects of logistics system performance, thus reflecting the complexity of the challenges targeted.
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Taschenbuch. Condición: Neu. Neuware - Nano-bioinoculants: Smart Tools for Modern Agriculture discusses the interactions between nanoparticles and soil-plants-microbiome systems in a single-volume book designed to guide improvements in sustainable agriculture i.e. plant production and soil health. Past practices for the applicat…ion of pesticides and chemical fertilizers have reduced the beneficial microbial diversity and soil fertility essential for optimal crop yield and overall plant health. As a result, developing innovative approaches to plant/soil health maintenance, bioremediation process, and stress management is advancing. Plant protection methods are increasingly being tailored to improve sustainable precision results, reduce environmental impact, and to target specific plant health challenges. Nano-bioinoculants: Smart Tools for Modern Agriculture explains nanoparticles and beneficial microbes and their impact on soil microbiomes, soil fertility restoration, remediation of contaminated soil, and plant health. It also highlights nanoparticles and bioinoculants in stress management, plant growth, and productivity, as well as covering the potentially toxic effect of nanoparticles on humans and the environment. This volume in the Nanomaterial-Plant Interactions series explores the potential of nano-biotechnology for better agronomic performance and sustainability.
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Taschenbuch. Condición: Neu. Neuware - Thermochemical Conversion of Biomass Feedstock and Solid Waste into Biofuels: Production and Pollutant Control offers a comprehensive overview of the state-of-the-art in biofuel production with a special focus on pollutants control, which is both necessary and beneficial for the target audi…ence and the development of this research field. Biofuel is currently a major trend due to the existing environmental crises and global energy challenges. Developing sustainable biofuels from biomass feedstock and solid waste, along with minimizing the formation of pollutants during the conversion processes are currently of significant academic and industrial importance, drawing widespread attention. Novel processes, reactions, and catalysts are being rapidly developed, and compiling this information is invaluable for keeping the audience informed and up-to-date. In addition, while research on the formation and transformation of pollutants such as heavy metals, chlorine, nitrogen, and sulfur species are often conducted by environmental scientists and engineers, it is less familiar to bioenergy researchers. This book aims to bridge the gap between relevant disciplines and presents a comprehensive overview of the entire research field.
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Taschenbuch. Condición: Neu. Neuware - Microbial Inoculants: Soil Dynamics and Nutrient Bioavailability is an essential volume in the Plant and Soil Microbiome series. This book delves into the foundational and contemporary details regarding the use of microbial inoculants, which are living organisms like fungi, bacteria, and mi…croalgae, sourced from soil, plants, water, and organic materials. Acting as biostimulants or biocontrol agents, these inoculants offer an environmentally-friendly alternative to synthetic fertilizers and pesticides, playing a crucial role in soil conservation, plant health, and crop yield enhancement.Apart from exploring the nexus between plant and soil, the book also discusses the range of applications of microbial inoculants in agricultural and environmental practices. It provides insights into how these microorganisms contribute to sustainable farming by enhancing nutrient bioavailability and protecting crops from diseases, thus promoting better yield and overall plant vitality. This volume is a valuable resource for those interested in advancing agricultural techniques through the utilization of natural, biotic solutions.
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Taschenbuch. Condición: Neu. Neuware - Biocomposites and the Circular Economy provides up-to-date research results and insights from a multidisciplinary group of researchers across the globe. Topics cover the full lifecycle of biocomposites, featuring detailed research reports, case studies, and comprehensive literature reviews.… The book explores various aspects of these materials, including their synthesis and processing, environmental and techno-economic assessments, supply chain modeling, and decision-making frameworks tailored to sustainable practices. Literature review chapters deliver thorough insights into emerging topics. Additionally, all research and case study chapters begin with an overview of related literature, guiding readers through state-of-the-art research and highlighting opportunities for further development. The book is a valuable reference resource for academic and industrial researchers, materials scientists and engineers, Industrial R&D, and manufacturers working in the research, development, and manufacturing of biocomposites in a broad range of application fields.
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Taschenbuch. Condición: Neu. Neuware - Advanced Composite Materials for Wastewater Treatment presents the latest technological advancements in this important research field. This book explores recent advances in manufacturing, fabrication, and the introduction of functional groups such as tailored layered double hydroxide (LDH)-…based nanocomposites and three-dimensional hierarchical nanostructures. Among several discussed composites, those that show maximum efficiency, including graphene composites, bio-based composites (alginate, natural fiber, rubber, etc.); biochar; metal-organic frameworks; geopolymers; nanocomposites; and LDH, are all discussed.This book is an essential reference resource for researchers, scientists, and industrial professionals as well as postgraduate students providing them with an in-depth understanding of cutting-edge developments in this field. It provides readers with an overview of the evolution of composites in water and wastewater treatment applications.
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Librería: AHA-BUCH GmbH, Einbeck, AlemaniaAHA-BUCH GmbH
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EUR 349,00
Envío por EUR 62,76Se envía de Alemania a Estados Unidos de AmericaCantidad disponible: 1 disponibles
Taschenbuch. Condición: Neu. Neuware - Data-driven Analysis and Modeling of Turbulent Flows provides an integrated treatment of modern data-driven methods to describe, control, and predict turbulent flows through the lens of both physics and data science.The book is organized into three parts:Exploration of techniques for discov…ering coherent structures within turbulent flows, introducing advanced decomposition methodsMethods for estimation and control using data assimilation and machine learning approachesFinally, novel modeling techniques that combine physical insights with machine learningThis book is intended for students, researchers, and practitioners in fluid mechanics, though readers from related fields such as applied mathematics, computational science, and machine learning will find it also of interest.
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Librería: AHA-BUCH GmbH, Einbeck, AlemaniaAHA-BUCH GmbH
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EUR 350,00
Envío por EUR 62,91Se envía de Alemania a Estados Unidos de AmericaCantidad disponible: 2 disponibles
Taschenbuch. Condición: Neu. Neuware - Fundamentals of Uncertainty Quantification for Engineers: Methods and Models provides a comprehensive introduction to uncertainty quantification (UQ) accompanied by a wide variety of applied examples and implementation details to reinforce the concepts outlined in the book. Sections start w…ith an introduction to the history of probability theory and an overview of recent developments of UQ methods in the domains of applied mathematics and data science. Major concepts of copula, Monte Carlo sampling, Markov chain Monte Carlo, polynomial regression, Gaussian process regression, polynomial chaos expansion, stochastic collocation, Bayesian inference, modelform uncertainty, multi-fidelity modeling, model validation, local and global sensitivity analyses, linear and nonlinear dimensionality reduction are included. Advanced UQ methods are also introduced, including stochastic processes, stochastic differential equations, random fields, fractional stochastic differential equations, hidden Markov model, linear Gaussian state space model, as well as non-probabilistic methods such as robust Bayesian analysis, Dempster-Shafer theory, imprecise probability, and interval probability. The book also includes example applications in multiscale modeling, reliability, fatigue, materials design, machine learning, and decision making.
