Immunoinformatics

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Immunoinformatics

Author : Namrata Tomar
Publisher : Humana
ISBN 13 : 9781071603918
Total Pages : 409 pages
Book Rating : 4.6/5 (39 download)

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Book Synopsis Immunoinformatics by : Namrata Tomar

Download or read book Immunoinformatics written by Namrata Tomar and published by Humana. This book was released on 2021-03-26 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers a wide range of diverse immunoinformatics research topics, involving tools and databases of potential epitope prediction, HLA gene analysis, MHC characterizing, in silico vaccine design, mathematical modeling of host-pathogen interactions, and network analysis of immune system data. In that way, this fully updated volume explores the enormous value of computational tools and models in immunology research. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of key insights and detailed implementation advice to encourage successful results in the lab. Authoritative and practical, Immunoinformatics, Third Edition serves as an ideal guide for scientists working at the intersection of bioinformatics, mathematical modelling, and statistics for the study of immune systems biology.

Immunoinformatics

Author : Christian Schönbach
Publisher : Springer Science & Business Media
ISBN 13 : 0387729682
Total Pages : 216 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Immunoinformatics by : Christian Schönbach

Download or read book Immunoinformatics written by Christian Schönbach and published by Springer Science & Business Media. This book was released on 2007-11-21 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: In contrast to existing books on immunoinformatics, this volume presents a cross-section of immunoinformatics research. The contributions highlight the interdisciplinary nature of the field and how collaborative efforts among bioinformaticians and bench scientists result in innovative strategies for understanding the immune system. Immunoinformatics is ideal for scientists and students in immunology, bioinformatics, microbiology, and many other disciplines.

Immunoinformatics of Cancers

Author : Nima Rezaei
Publisher : Academic Press
ISBN 13 : 0128224304
Total Pages : 284 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Immunoinformatics of Cancers by : Nima Rezaei

Download or read book Immunoinformatics of Cancers written by Nima Rezaei and published by Academic Press. This book was released on 2022-04-19 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immunoinformatics of Cancers: Practical Machine Learning Approaches Using R takes a bioinformatics approach to understanding and researching the immunological aspects of malignancies. It details biological and computational principles and the current applications of bioinformatic approaches in the study of human malignancies. Three sections cover the role of immunology in cancers and bioinformatics, including databases and tools, R programming and useful packages, and present the foundations of machine learning. The book then gives practical examples to illuminate the application of immunoinformatics to cancer, along with practical details on how computational and biological approaches can best be integrated.This book provides readers with practical computational knowledge and techniques, including programming, and machine learning, enabling them to understand and pursue the immunological aspects of malignancies. Presents the knowledge researchers need to apply computational techniques to immunodeficiencies Provides the most practical material for bioinformatics approaches to the immunology of cancers Gives straightforward and efficient explanations of programming and machine learning approaches in R Includes details of the most useful databases, tools, programming packages and algorithms for immunoinformatics Illuminates clear explanations with practical examples of immunoinformatic approaches to cancer

Immunoinformatics

Author : Gregory R. Bock
Publisher : John Wiley & Sons
ISBN 13 : 0470090758
Total Pages : 272 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Immunoinformatics by : Gregory R. Bock

Download or read book Immunoinformatics written by Gregory R. Bock and published by John Wiley & Sons. This book was released on 2004-03-05 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The astounding diversity of the immune system and the complexity of its regulatory pathways makes immunology a combinatorial science. Computational analysis has therefore become an essential element of immunology research and this has led to the creation of the emerging field of immunoinformatics. This book is the first to feature thorough coverage of this new field. Immunoinformatics facilitates the understanding of immune function by modelling the interactions among immunological components. Biological research provides ever deeper insights into the complexity of living organisms while computer science provides an effective means to store and analyse large volumes of complex data. Combining the two fields increases the efficiency of biological research and offers the potential for major advances in the study of biological systems. This book encompasses key developments in immunoinformatics, including immunological databases, sequence analysis, structure modelling, mathematical modelling of the immune system, simulation of laboratory experiments, statistical support for immunological experimentation and immunogenomics. The difficulties in effective application of bioinformatic tools in immunology arise at both ends of the spectrum: most immunologists have only a limited comprehension of sophisticated data analysis and applicability and limitations, while the average computer scientist lacks knowledge of the depth and complexity of biological data. The purpose of this book, therefore, is to present contributions from a multidisciplinary team of biologists and computer scientists to explore the issues related to better understanding of immune function and, in particular, to help apply new computer science methods to immunological research. Related Novartis Foundation symposia: 247 In Silico Simulation of Biological Processes Chair: Denis Noble 252 Generation and effector functions of regulatory lymphocytes Chair: Jean-François Bach

Immunoinformatics

Author : Darren R. Flower
Publisher : Springer Science & Business Media
ISBN 13 : 160327118X
Total Pages : 436 pages
Book Rating : 4.6/5 (32 download)

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Book Synopsis Immunoinformatics by : Darren R. Flower

Download or read book Immunoinformatics written by Darren R. Flower and published by Springer Science & Business Media. This book was released on 2008-02-07 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume both engages the reader and provides a sound foundation for the use of immunoinformatics techniques in immunology and vaccinology. It addresses databases, HLA supertypes, MCH binding, and other properties of immune systems. The book contains chapters written by leaders in the field and provides a firm background for anyone working in immunoinformatics in one easy-to-use, insightful volume.

Translational Bioinformatics and Systems Biology Methods for Personalized Medicine

Author : Qing Yan
Publisher : Academic Press
ISBN 13 : 0128043881
Total Pages : 182 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Translational Bioinformatics and Systems Biology Methods for Personalized Medicine by : Qing Yan

Download or read book Translational Bioinformatics and Systems Biology Methods for Personalized Medicine written by Qing Yan and published by Academic Press. This book was released on 2017-04-18 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Translational Bioinformatics and Systems Biology Methods for Personalized Medicine introduces integrative approaches in translational bioinformatics and systems biology to support the practice of personalized, precision, predictive, preventive, and participatory medicine. Through the description of important cutting-edge technologies in bioinformatics and systems biology, readers may gain an essential understanding of state-of-the-art methodologies. The book discusses topics such as the challenges and tasks in translational bioinformatics; pharmacogenomics, systems biology, and personalized medicine; and the applicability of translational bioinformatics for biomarker discovery, epigenomics, and molecular dynamics. It also discusses data integration and mining, immunoinformatics, and neuroinformatics. With broad coverage of both basic scientific and clinical applications, this book is suitable for a wide range of readers who may not be scientists but who are also interested in the practice of personalized medicine. Introduces integrative approaches in translational bioinformatics and systems biology to support the practice of personalized, precision, predictive, preventive, and participatory medicine Presents a problem-solving oriented methodology to deal with practical problems in various applications Covers both basic scientific and clinical applications in order to enhance the collaboration between researchers and clinicians Brings integrative and multidisciplinary approaches to bridge the gaps among various knowledge domains in the field

Computer-Aided Vaccine Design

Author : Joo Chuan Tong
Publisher : Elsevier
ISBN 13 : 1908818417
Total Pages : 164 pages
Book Rating : 4.9/5 (88 download)

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Book Synopsis Computer-Aided Vaccine Design by : Joo Chuan Tong

Download or read book Computer-Aided Vaccine Design written by Joo Chuan Tong and published by Elsevier. This book was released on 2013-07-31 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational pre-screening of antigens is now routinely applied to the discovery of vaccine candidates. Computer-aided vaccine design is a comprehensive introduction to this exciting field of study. The book is intended to be a textbook for researchers and for courses in bioinformatics, as well as a laboratory reference guide. It is written mainly for biologists who want to understand the current methods of computer-aided vaccine design. The contents are designed to help biologists appreciate the underlying concepts and algorithms used, as well as limitations of the methods and strategies for their use. Chapters include: MHC and T cell responses; Immunoglobulins and B cell responses; Scientific publications and databases; Database design; Computational T cell vaccine design; Computational B cell vaccine design; infectious disease informatics; Vaccine safety and quality assessments; and Vaccine adjuvant informatics. Essential reading for any biologist who wants to understand methods of computer-aided vaccine design Description of available data sources and publicly available software, with detailed analysis of strengths and weaknesses Theoretical concepts and practical examples of database design and development for a virtual screening campaign

Computational Immunology

Author : Josep Bassaganya-Riera
Publisher : Academic Press
ISBN 13 : 0128037156
Total Pages : 210 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Computational Immunology by : Josep Bassaganya-Riera

Download or read book Computational Immunology written by Josep Bassaganya-Riera and published by Academic Press. This book was released on 2015-10-21 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Immunology: Models and Tools encompasses the methodological framework and application of cutting-edge tools and techniques to study immunological processes at a systems level, along with the concept of multi-scale modeling. The book's emphasis is on selected cases studies and application of the most updated technologies in computational modeling, discussing topics such as computational modeling and its usage in immunological research, bioinformatics infrastructure, ODE based modeling, agent based modeling, and high performance computing, data analytics, and multiscale modeling. There are also modeling exercises using recent tools and models which lead the readers to a thorough comprehension and applicability. The book is a valuable resource for immunologists, computational biologists, bioinformaticians, biotechnologists, and computer scientists, as well as all those who wish to broaden their knowledge in systems modeling. Offers case studies with different levels of complexity Provides a detailed view on cutting-edge tools for modeling that are useful to experimentalists with limited computational skills Explores the usage of simulation for hypothesis generation, helping the reader to understand the most valuable points on experimental setting

Encyclopedia of Bioinformatics and Computational Biology

Author :
Publisher : Elsevier
ISBN 13 : 0128114320
Total Pages : 3421 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Encyclopedia of Bioinformatics and Computational Biology by :

Download or read book Encyclopedia of Bioinformatics and Computational Biology written by and published by Elsevier. This book was released on 2018-08-21 with total page 3421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Three Volume Set combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for commonly asked questions. This major reference work spans basic and cutting-edge methodologies authored by leaders in the field, providing an invaluable resource for students, scientists, professionals in research institutes, and a broad swath of researchers in biotechnology and the biomedical and pharmaceutical industries. Brings together information from computer science, information technology, mathematics, statistics and biotechnology Written and reviewed by leading experts in the field, providing a unique and authoritative resource Focuses on the main theoretical and methodological concepts before expanding on specific topics and applications Includes interactive images, multimedia tools and crosslinking to further resources and databases

Immunology

Author : Anil Sharma
Publisher : Jenny Stanford Publishing
ISBN 13 : 9789814774512
Total Pages : 246 pages
Book Rating : 4.7/5 (745 download)

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Book Synopsis Immunology by : Anil Sharma

Download or read book Immunology written by Anil Sharma and published by Jenny Stanford Publishing. This book was released on 2019-02-27 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immunology has emerged as a key component of the curricula of graduate and postgraduate courses in biotechnology, microbiology, biochemistry, bioinformatics, and other interdisciplinary fields of biology, including zoology, veterinary science, and medicine. As a basic introductory textbook on one of the fastest-moving and most challenging areas of immunological science, this book contains the most recent information about immunologic mechanisms and their importance, along with various molecular techniques employed in immunology. The short and concise text helps make the structures, processes, and interactions of the immune system easily comprehensible. The book includes chapters on immunoinformatics as well as the immune system of the brain, rarely found in any of the immunology books published so far. Many diverse and interesting aspects of the advances in immunology have also been covered, including tumor immunology and immunodeficiency disorders. The easy-to-understand concepts presented in the textbook make it an ideal companion for learners preparing for competitive and other examinations. Undergraduate, postgraduate, and PhD students, people from the industry and academia, and research scholars will immensely benefit from it.

Frontiers in Molecular Pharming

Author : Muhammad Sarwar Khan
Publisher : Bentham Science Publishers
ISBN 13 : 981503667X
Total Pages : 413 pages
Book Rating : 4.8/5 (15 download)

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Book Synopsis Frontiers in Molecular Pharming by : Muhammad Sarwar Khan

Download or read book Frontiers in Molecular Pharming written by Muhammad Sarwar Khan and published by Bentham Science Publishers. This book was released on 2021-12-09 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of large-scale production and clinical trials of drugs developed through diverse production routes - involving viruses, microbes, plants, and animals - has increased the demand for an expanded capacity for pharmaceutical manufacturing. The production and purification of expressed proteins accounts for the bulk of the manufacturing costs for new therapeutics. Several pharmaceutical proteins have been synthesized by exploiting plant genetics allowing producers to override conventional approaches used to manufacture pharmaceuticals. The process of inserting a gene into a host organism for the purpose of harvesting a bioactive molecule for therapeutic use is known as molecular pharming. Frontiers in Molecular Pharming covers an array of topics relevant to understanding the structure, function, regulation, and mechanisms of action, biochemical significance, and usage of proteins and peptides as biomarkers, therapeutics, and vaccines for animals and humans. The contributions aim to highlight current progress in three areas, including system biology (in vivo characterization of proteins and peptides), molecular pharming for animals and molecular pharming for humans. The book gives special attention to computational biology tools, production platforms and fields (such as immunoinformatics) and applications of molecular pharming (such as veterinary therapeutics). A balance of theoretical concepts and practical applications is provided through 13 chapters. Frontiers in Molecular Pharming is an invaluable resource for students and researchers of biochemistry, molecular biology, and biotechnology. The book also serves as a springboard for understanding the process of how discoveries in protein and peptide research and its applications are coming to fruition.

System Vaccinology

Author : Vijay Kumar Prajapati
Publisher : Academic Press
ISBN 13 : 032389786X
Total Pages : 438 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis System Vaccinology by : Vijay Kumar Prajapati

Download or read book System Vaccinology written by Vijay Kumar Prajapati and published by Academic Press. This book was released on 2022-08-20 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emergence of new and deadly infectious diseases is significantly deteriorating the human health. Development of vaccine by the scientist has become an important weapon to control the spread of infectious diseases as well as to improve the life expectancy at global level in 20th-21st Century. This book will provide the in-depth knowledge of vaccine history, and development of new strategies to design efficacious and safe vaccine molecule. This book will cover the development of system vaccinology and their applications revolutionize the vaccine discovery. This will provide a resource for the basic and clinical researcher working to human life expectancy by their vaccine experiments and clinical trials. My purpose to write this book to educate the students and researchers with modern development in the field of vaccinology and empowering the researcher with new tools and methodology for developing potential and immunogenic vaccines. This book will be helpful to solve the curiosity of science and medical background students related with vaccinology and will be helpful to devise a new vaccine molecule to control the spread of new and emerging pathogens. Systems biology is a rapidly expanding research discipline aiming to integrate multifaceted datasets generated using state-of-the-art high- throughput technologies such as arrays and next-generation sequencing. Combined with sophisticated computational analysis we are able to interrogate host responses to infections and vaccination on a systems level, thus generating important new hypotheses and discovering unknown associations between immunological parameters. Provides in-depth knowledge of vaccine history Covers the development of system vaccinology and their applications revolutionize the vaccine discovery Gives insights to the development of new strategies to design efficacious and safe vaccine molecule Provides a resource for the basic and clinical researcher working to human life expectancy by their vaccine experiments and clinical trials Highlights the importance of differential miRNA expression, microbiome after vaccination for human health Serves the need of students and researcher for applying computational tools and quick designing of potential molecule which may be proposed for vaccine trial Take the decisions to perform the kind of experiments for assessment of vaccine immunogenicity Aims to understand disease pathogenesis and host responses to infection and vaccination Offers a seamless continuum of scientific discovery and vaccine invention

Advances in Bioinformatics

Author : Vijai Singh
Publisher : Springer Nature
ISBN 13 : 9813361913
Total Pages : 446 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advances in Bioinformatics by : Vijai Singh

Download or read book Advances in Bioinformatics written by Vijai Singh and published by Springer Nature. This book was released on 2021-07-31 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments in bioinformatics, highlighting the importance of bioinformatics in genomics, transcriptomics, metabolism and cheminformatics analysis, as well as in drug discovery and development. It covers tools, data mining and analysis, protein analysis, computational vaccine, and drug design. Covering cheminformatics, computational evolutionary biology and the role of next-generation sequencing and neural network analysis, it also discusses the use of bioinformatics tools in the development of precision medicine. This book offers a valuable source of information for not only beginners in bioinformatics, but also for students, researchers, scientists, clinicians, practitioners, policymakers, and stakeholders who are interested in harnessing the potential of bioinformatics in many areas.

Advances in Animal Genomics

Author : Sukanta Mondal
Publisher : Academic Press
ISBN 13 : 0128206128
Total Pages : 340 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Advances in Animal Genomics by : Sukanta Mondal

Download or read book Advances in Animal Genomics written by Sukanta Mondal and published by Academic Press. This book was released on 2020-11-25 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Animal Genomics provides an outstanding collection of integrated strategies involving traditional and modern - omics (structural, functional, comparative and epigenomics) approaches and genomics-assisted breeding methods which animal biotechnologists can utilize to dissect and decode the molecular and gene regulatory networks involved in the complex quantitative yield and stress tolerance traits in livestock. Written by international experts on animal genomics, this book explores the recent advances in high-throughput, next-generation whole genome and transcriptome sequencing, array-based genotyping, and modern bioinformatics approaches which have enabled to produce huge genomic and transcriptomic resources globally on a genome-wide scale. This book is an important resource for researchers, students, educators and professionals in agriculture, veterinary and biotechnology sciences that enables them to solve problems regarding sustainable development with the help of current innovative biotechnologies. Integrates basic and advanced concepts of animal biotechnology and presents future developments Describes current high-throughput next-generation whole genome and transcriptome sequencing, array-based genotyping, and modern bioinformatics approaches for sustainable livestock production Illustrates integrated strategies to dissect and decode the molecular and gene regulatory networks involved in complex quantitative yield and stress tolerance traits in livestock Ensures readers will gain a strong grasp of biotechnology for sustainable livestock production with its well-illustrated discussion

Current Trends in the Identification and Development of Antimicrobial Agents

Author : M. Amin-ul Mannan
Publisher : Bentham Science Publishers
ISBN 13 : 9815080067
Total Pages : 384 pages
Book Rating : 4.8/5 (15 download)

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Book Synopsis Current Trends in the Identification and Development of Antimicrobial Agents by : M. Amin-ul Mannan

Download or read book Current Trends in the Identification and Development of Antimicrobial Agents written by M. Amin-ul Mannan and published by Bentham Science Publishers. This book was released on 2023-03-08 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite an increase in life expectancy over the past 20 years, the number of novel, multidrug resistant microorganisms has also risen dramatically. To reduce the risk of reemerging infections, and limit the spread of multidrug resistant microorganisms, it is urgently necessary to develop safe and effective therapeutic countermeasures. New antimicrobial chemicals are mostly produced with the help of microorganisms, and the bulk of medications now on the market are of this type. The use of high therapeutic screening and recent developments in analytical instrumentation has allowed the researchers to identify novel antimicrobial compounds from bacteria, fungi, plants, mushrooms, algae, and other sources more quickly. The second volume of Frontiers in Antimicrobial Agents highlights the ongoing requirement for researching and creating novel antimicrobial medications. Current Trends in the Identification and Development of Antimicrobial Agents aims to bring together the expertise of notable academics to examine all facets of antimicrobial research while keeping recent advancements in perspective. Antibiotic discovery, sources of novel antimicrobial chemicals, developing and reemerging microbial infections, various elements of drug resistance, and the need for antimicrobial medications in the future are all covered in this book. It is a timely reference for anyone involved in the discovery and development of new drugs, including microbiologists, biotechnologists, pharmacologists, doctors, and researchers.

Advances in Protein Molecular and Structural Biology Methods

Author : Timir Tripathi
Publisher : Academic Press
ISBN 13 : 0323902650
Total Pages : 716 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Advances in Protein Molecular and Structural Biology Methods by : Timir Tripathi

Download or read book Advances in Protein Molecular and Structural Biology Methods written by Timir Tripathi and published by Academic Press. This book was released on 2022-01-14 with total page 716 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Protein Molecular and Structural Biology Methods offers a complete overview of the latest tools and methods applicable to the study of proteins at the molecular and structural level. The book begins with sections exploring tools to optimize recombinant protein expression and biophysical techniques such as fluorescence spectroscopy, NMR, mass spectrometry, cryo-electron microscopy, and X-ray crystallography. It then moves towards computational approaches, considering structural bioinformatics, molecular dynamics simulations, and deep machine learning technologies. The book also covers methods applied to intrinsically disordered proteins (IDPs)followed by chapters on protein interaction networks, protein function, and protein design and engineering. It provides researchers with an extensive toolkit of methods and techniques to draw from when conducting their own experimental work, taking them from foundational concepts to practical application. Presents a thorough overview of the latest and emerging methods and technologies for protein study Explores biophysical techniques, including nuclear magnetic resonance, X-ray crystallography, and cryo-electron microscopy Includes computational and machine learning methods Features a section dedicated to tools and techniques specific to studying intrinsically disordered proteins

Photocatalytic Degradation of Dyes

Author : Sushma Dave
Publisher : Elsevier
ISBN 13 : 0128242027
Total Pages : 796 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Photocatalytic Degradation of Dyes by : Sushma Dave

Download or read book Photocatalytic Degradation of Dyes written by Sushma Dave and published by Elsevier. This book was released on 2021-08-09 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt: Photocatalytic Degradation of Dyes: Current Trends and Future Perspectives covers in detail current trends and future aspects on photocatalytic degradation of organic dyes using novel photocatalytic techniques such as metallic nanoparticles, heterogeneous and hybrid systems using visible light irradiation. It highlights the most recent scientific and technological achievements and importance of degradation of dyes in the textile effluent by simple environmental friendly approaches using eco-friendly catalysts. It is of assistance to everyone interested in bioremediation of effluents: professionals, consulting engineers, academicians, and research scholars as well. Describes the basic photocatalytic techniques and their application in wastewater treatment Covers the key reactive species accounting for the photodegradation of different dyes, providing helpful guidelines that could be applied to foster the development of efficient photodegradation systems Includes Description of a wide variety of catalysts and their application in degradation of dyes in the effluent of variable matrices (such as textile effluent, pharmaceutical industry effluent, food industry effluent) Presents the application of doped semiconductors in the degradation of dyes, hybrid systems and their importance in the dye degradation Describes the biological synthesis of metallic nanostructures and their use in dye degradation using visible range of light irradiation Discusses the mechanistic aspect of the dye degradation using photo catalysts