Characterization and Modification of Graphene-Based Interfacial Mechanical Behavior

Download Characterization and Modification of Graphene-Based Interfacial Mechanical Behavior PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9811580294
Total Pages : 139 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!


Book Synopsis Characterization and Modification of Graphene-Based Interfacial Mechanical Behavior by : Guorui Wang

Download or read book Characterization and Modification of Graphene-Based Interfacial Mechanical Behavior written by Guorui Wang and published by Springer Nature. This book was released on 2020-08-21 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis shares new findings on the interfacial mechanics of graphene-based materials interacting with rigid/soft substrate and with one another. It presents an experimental platform including various loading modes that allow nanoscale deformation of atomically thin films, and a combination of atomic force microscopy (AFM) and Raman spectroscopy that allows both displacement and strain to be precisely measured at microscale. The thesis argues that the rich interfacial behaviors of graphene are dominated by weak van der Waals force, which can be effectively modulated using chemical strategies. The continuum theories are demonstrated to be applicable to nano-mechanics and can be used to predict key parameters such as shear/friction and adhesion. Addressing key interfacial mechanics issues, the findings in thesis not only offer quantitative insights in the novel features of friction and adhesion to be found only at nanoscale, but will also facilitate the deterministic design of high-performance graphene-based nanodevices and nanocomposites.

Handbook of Graphene

Download Handbook of Graphene PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119469694
Total Pages : 596 pages
Book Rating : 4.1/5 (194 download)

DOWNLOAD NOW!


Book Synopsis Handbook of Graphene by : Cengiz Ozkan

Download or read book Handbook of Graphene written by Cengiz Ozkan and published by John Wiley & Sons. This book was released on 2019-06-12 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourth volume in a series of handbooks on graphene research and applications The Handbook of Graphene, Volume 4: Composites looks at composite materials exclusively. Topics covered include graphene composites and graphene-reinforced advanced composite materials. The following graphene-based subjects are discussed: ceramic composites; composite nanostructures; composites with shape memory effect; and scroll structures. Chapters also address: the fabrication and properties of copper–graphene composites; graphene–metal oxide composite as an anode material in li-ion batteries; supramolecular graphene-based systems for drug delivery; and other graphene-related areas of interest to scientists and researchers.

Innovations in Graphene-Based Polymer Composites

Download Innovations in Graphene-Based Polymer Composites PDF Online Free

Author :
Publisher : Woodhead Publishing
ISBN 13 : 0128237902
Total Pages : 642 pages
Book Rating : 4.1/5 (282 download)

DOWNLOAD NOW!


Book Synopsis Innovations in Graphene-Based Polymer Composites by : Sanjay Mavinkere Rangappa

Download or read book Innovations in Graphene-Based Polymer Composites written by Sanjay Mavinkere Rangappa and published by Woodhead Publishing. This book was released on 2022-06-15 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in Graphene-Based Polymer Composites reviews recent developments in this important field of research. The book's chapters focus on processing methods, functionalization, mechanical, electrical and thermal properties, applications and life cycle assessment. Leading researchers from industry, academia and government research institutions from across the globe have contributed to the book, making it a valuable reference resource for materials scientists, academic researchers and industrial engineers working on recent developments in the area of graphene-based materials, graphene-based polymer blends and composites. Readers will gain insights into what has been explored to-date, along with associated benefits and challenges for the future. Presents a strong emphasis on synthesis methods, functionalization, processing and properties Includes chapters on characterization, electrical conductivity and modeling and simulation Provides recent advances in applications, including drawbacks and future scope

Graphite, Graphene, and Their Polymer Nanocomposites

Download Graphite, Graphene, and Their Polymer Nanocomposites PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1439827796
Total Pages : 635 pages
Book Rating : 4.4/5 (398 download)

DOWNLOAD NOW!


Book Synopsis Graphite, Graphene, and Their Polymer Nanocomposites by : Prithu Mukhopadhyay

Download or read book Graphite, Graphene, and Their Polymer Nanocomposites written by Prithu Mukhopadhyay and published by CRC Press. This book was released on 2012-10-30 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graphite, Graphene, and Their Polymer Nanocomposites presents a compilation of emerging research trends in graphene-based polymer nanocomposites (GPNC). International researchers from several disciplines share their expertise about graphene, its properties, and the behavior of graphene-based composites. Possibly the first published monograph of its kind, this book provides a comprehensive snapshot of graphite, graphene, and their PNCs, including the underlying physics and chemistry, and associated applications. Beginning with an introduction to natural and synthetic graphite, the precursors to graphene, the text describes their properties, characterization techniques, and prominent commercial applications. The focus then moves to graphene and its unique features, and techniques for its characterization. The chapters cover advances in electrochemical exfoliation of graphite, as well as exfoliation routes to produce graphene and graphite nanoplatelets for polymer composites. They also explore commercial use of graphene-based materials, such as emerging clean energy and pulse laser applications, and use as nanofillers in epoxy-based composites. The authors provide an overview of nanofillers and address two methods for GPNC preparation as well as specialized properties of GPNC. With its multidisciplinary approach, this book provides a broader scientific and engineering perspective necessary for meaningful advancements to take place.

Dynamic Mechanical and Creep-Recovery Behavior of Polymer-Based Composites

Download Dynamic Mechanical and Creep-Recovery Behavior of Polymer-Based Composites PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0443190100
Total Pages : 557 pages
Book Rating : 4.4/5 (431 download)

DOWNLOAD NOW!


Book Synopsis Dynamic Mechanical and Creep-Recovery Behavior of Polymer-Based Composites by : Akarsh Verma

Download or read book Dynamic Mechanical and Creep-Recovery Behavior of Polymer-Based Composites written by Akarsh Verma and published by Elsevier. This book was released on 2024-01-19 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic Mechanical and Creep-Recovery Behaviour of Polymer-Based Composites: Mechanical and Mathematical Modeling covers mathematical modelling, dynamic mechanical analysis, and the ways in which various factors impact the creep-recovery behaviour of polymer composites. The effects of polymer molecular weight, plasticizers, cross-linking agents, and chemical treatment of filler material are addressed and information on thermoplastic and thermosetting polymer-based composites is also covered, including their various applications and the advantages and disadvantages of their use in different settings. The final 2 chapters of the book cover mathematical modeling of creep-recovery behavior for polymer composites and software-based simulation of creep-recovery in polymer composites, respectively. Dynamic Mechanical and Creep-Recovery Behaviour of Polymer-Based Composites: Mechanical and Mathematical Modeling covers mathematical modelling, dynamic mechanical analysis, and the ways in which various factors impact the creep-recovery behaviour of polymer composites. The effects of polymer molecular weight, plasticizers, cross-linking agents, and chemical treatment of filler material are addressed and information on thermoplastic and thermosetting polymer-based composites is also covered, including their various applications and the advantages and disadvantages of their use in different settings. The final 2 chapters of the book cover mathematical modeling of creep-recovery behavior for polymer composites and software-based simulation of creep-recovery in polymer composites, respectively. Analyzes the dynamic mechanical and creep-recovery behaviors of thermoplastic and thermosetting polymer composites in a variety of applications Features diverse mechanical/mathematical models utilized to fit data collected from creep-recovery studies Covers various factors that influence dynamic mechanical properties Discusses the advantages and disadvantages of using these materials in different settings

Interfacial Bonding Characteristics in Natural Fiber Reinforced Polymer Composites

Download Interfacial Bonding Characteristics in Natural Fiber Reinforced Polymer Composites PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9819983274
Total Pages : 350 pages
Book Rating : 4.8/5 (199 download)

DOWNLOAD NOW!


Book Synopsis Interfacial Bonding Characteristics in Natural Fiber Reinforced Polymer Composites by : Senthilkumar Krishnasamy

Download or read book Interfacial Bonding Characteristics in Natural Fiber Reinforced Polymer Composites written by Senthilkumar Krishnasamy and published by Springer Nature. This book was released on 2024-01-17 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a general overview of the importance of fibre-matrix interfacial bonding characteristics in natural fibre-based composites to obtain optimal material properties for a specific application. Composites materials are prepared by combining fibres and polymers to achieve superior materials properties than those of the individual components. Composite materials are used to produce lightweight components with increased stiffness and strength; their properties can also be tailored for any specific applications. The glass fibre reinforced composites dominate 95% of the thermoplastic and thermoset-based composites. However, the natural fibre reinforced composites can give competition to the glass fibres due to their advantages such as biodegradability, low density, low cost, and good mechanical properties. This book looks into biocomposites and its important aspect of optimization of materials’ performance by fine-tuning the fibre-matrix bonding characteristics. The chapters in the book look at different plant fibres such as kenaf, pineapple leaf, jute, date palm, luffa, cotton, hemp, wood, bamboo, flax, and straw and the different approaches to enhance the fibre-matrix interfacial bonding through physical and/or chemical treatment methods. It demonstrates that the nature of fibre-matrix bonding has a significant effect on the properties such as tensile, flexural, impact, inter-laminar shear strength, moisture absorption, thickness swelling, thermal, chemical, damping, creep, and fatigue. Its content appeals to academics, students, researcher, and scientist who are working in the field to produce biodegradable and recyclable materials in the composite industry.

Forcefields for Atomistic-Scale Simulations: Materials and Applications

Download Forcefields for Atomistic-Scale Simulations: Materials and Applications PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9811930929
Total Pages : 395 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!


Book Synopsis Forcefields for Atomistic-Scale Simulations: Materials and Applications by : Akarsh Verma

Download or read book Forcefields for Atomistic-Scale Simulations: Materials and Applications written by Akarsh Verma and published by Springer Nature. This book was released on 2022-08-19 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the forcefields/interatomic potentials that are used in the atomistic-scale and molecular dynamics simulations. It covers mechanisms, salient features, formulations, important aspects and case studies of various forcefields utilized for characterizing various materials (such as nuclear materials and nanomaterials) and applications. This book gives many help to students and researchers who are studying the forcefield potentials and introduces various applications of atomistic-scale simulations to professors who are researching molecular dynamics.

Poly(Vinyl Chloride) Based Composites and Nanocomposites

Download Poly(Vinyl Chloride) Based Composites and Nanocomposites PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031453751
Total Pages : 360 pages
Book Rating : 4.0/5 (314 download)

DOWNLOAD NOW!


Book Synopsis Poly(Vinyl Chloride) Based Composites and Nanocomposites by : Akhina H

Download or read book Poly(Vinyl Chloride) Based Composites and Nanocomposites written by Akhina H and published by Springer Nature. This book was released on 2023-12-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers Poly(vinyl chloride) Fundamentals, Fabrication and characterization of PVC based composites and nanocomposites specifically natural fibre reinforced PVC composites, carbonaceous filler reinforced PVC composites , metal oxide fled PVC composites and nanocomposites etc. This book also covers the conducting PVC composites and recent advances in nanocomposites based on PVC .The rheological, mechanical, barrier, thermal, dielectric behaviour of PVC composites and nanocomposites are discussed in details.

Polyurethane Polymers: Composites and Nanocomposites

Download Polyurethane Polymers: Composites and Nanocomposites PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0128041021
Total Pages : 634 pages
Book Rating : 4.1/5 (28 download)

DOWNLOAD NOW!


Book Synopsis Polyurethane Polymers: Composites and Nanocomposites by : Sabu Thomas

Download or read book Polyurethane Polymers: Composites and Nanocomposites written by Sabu Thomas and published by Elsevier. This book was released on 2017-08-17 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: Polyurethane Polymers: Composites and Nanocomposites concentrates on the composites and nanocomposites of polyurethane based materials. Polyurethane composites are a very important class of materials widely used in the biomedical and industrial field that offer numerous potential applications in many areas. This book discusses current research and identifies future research needs in the area. Provides an elaborate coverage of the chemistry of polyurethane, its synthesis, and properties Includes available characterization techniques Relates types of polyurethanes to their potential properties Discusses composites, nanocomposites options, and PU recycling

Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018)

Download Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018) PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 9811327181
Total Pages : 553 pages
Book Rating : 4.8/5 (113 download)

DOWNLOAD NOW!


Book Synopsis Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018) by : U. Chandrasekhar

Download or read book Innovative Design, Analysis and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018) written by U. Chandrasekhar and published by Springer. This book was released on 2018-12-20 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the best articles presented by researchers and industrial experts at the International Conference on “Innovative Design and Development Practices in Aerospace and Automotive Engineering (I-DAD 2018)”. The papers discuss new design concepts, analysis and manufacturing technologies, with an emphasis on achieving improved performance by downsizing; improving the weight-to-strength ratio, fuel efficiency, and operational capability at room and elevated temperatures; reducing wear and tear; and addressing NVH aspects, while balancing the challenges of Euro IV/Barat Stage IV emission norms and beyond, greenhouse effects, and recyclable materials. The innovative methods discussed here offer valuable reference material for educational and research organizations, as well as industry, encouraging them to pursue challenging projects of mutual interest.

Coir Fiber and its Composites

Download Coir Fiber and its Composites PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0443151873
Total Pages : 396 pages
Book Rating : 4.4/5 (431 download)

DOWNLOAD NOW!


Book Synopsis Coir Fiber and its Composites by : Mohammad Jawaid

Download or read book Coir Fiber and its Composites written by Mohammad Jawaid and published by Elsevier. This book was released on 2022-09-26 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coir Fiber and its Composites: Processing, Properties and Applications presents unified knowledge on eco-friendly coir fiber composites, covering their characterization, design, manufacture and applications. The properties of coir fiber and its extraction and processing are explored in-depth, thus helping researchers, scientists and those working in various industries understand the need of coir fiber composites in the development of green, biodegradable and sustainable components that have potential in real-world applications. The book elaborates on the basic characterization of coir fibers and its composite properties such, including its physical, mechanical, morphological, thermal, structural and chemical properties. Users will find sound knowledge on coir fiber and its composites, including modern design and manufacture engineering with numerous example illustrations, methods and results that will be valuable for graduate students, researchers and industrialists working in the development of plant-based composite materials. Covers all aspects of coir fibers and their composites, such as cultivation, extraction, processing, modification, composite design, properties and applications Provides an overview of all types of natural fibers and their composites to give an insight on which fiber is suitable for a specific application Presents a comparison in terms of properties, costs, production processes and availability of different fibers Covers lifecycle assessment, case studies on industrial product development, manufacturing and design as well as numerical problems and solutions

Cellulose Fibre Reinforced Composites

Download Cellulose Fibre Reinforced Composites PDF Online Free

Author :
Publisher : Woodhead Publishing
ISBN 13 : 0323901263
Total Pages : 438 pages
Book Rating : 4.3/5 (239 download)

DOWNLOAD NOW!


Book Synopsis Cellulose Fibre Reinforced Composites by : R. Arun Ramnath

Download or read book Cellulose Fibre Reinforced Composites written by R. Arun Ramnath and published by Woodhead Publishing. This book was released on 2022-10-29 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cellulose Fibre Reinforced Composites: Interface Engineering, Processing and Performance provides an up-to-date review of current research in cellulose fiber reinforced polymer composites. Key emphasis is placed on interface engineering, modern technologies needed for processing and materials performance in industrial applications. Novel techniques for interfacial adhesion, characterization and assessment of cellulose fiber reinforced composites are also discussed, along with current trends and future directions. With contributions from leading researchers in industry, academic, government and private research institutions from across the globe, the book will be an essential reference resource for all those working in the field of cellulose fibers and their composites. Reviews advances in recent research towards enhancing the mechanical properties of cellulose fiber composites Discusses interface engineering and modern technologies needed for processing cellulose fiber composites Includes case studies of problems with interfaces and practical industrial applications

Polymer Nanocomposites Containing Graphene

Download Polymer Nanocomposites Containing Graphene PDF Online Free

Author :
Publisher : Woodhead Publishing
ISBN 13 : 0128216409
Total Pages : 817 pages
Book Rating : 4.1/5 (282 download)

DOWNLOAD NOW!


Book Synopsis Polymer Nanocomposites Containing Graphene by : Mostafizur Rahaman

Download or read book Polymer Nanocomposites Containing Graphene written by Mostafizur Rahaman and published by Woodhead Publishing. This book was released on 2021-08-22 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: Polymer Nanocomposites Containing Graphene: Preparation, Properties and Applications provides detailed up-to-date information on the characterization, synthesis, processing, properties and application of these materials. Key topics that are covered in the book include: the methods of synthesis and preparation of graphene as well as different processes and methods of functionalization and modification of graphene for improving composite properties. The preparation techniques focus on which method is advantageous for getting improvements in properties along with their drawbacks. The structure and property relationships are also discussed in detail. The issues related to graphene dispersion in polymer matrices is also addressed as well as the use of graphene as reinforcement in thermoset resins. The different properties of the composites like mechanical, electrical, dielectric, thermal, rheological, morphology, spectroscopy, electronic, optical, and toxicity are reviewed from the geometrical and functional point of view. Applications cover electrical and electronic fields, flame and fire retardancy, structural, sensing and catalysis, membrane, in fuel cell and solar energy, hydrogen production, aerospace engineering, packaging, and biomedical/bioengineering fields. Up-to-date patents on graphene-polymer nanocomposites are also covered. Those working in graphene-based materials will benefit from the detailed knowledge presented in this book on graphene synthesis, composite preparation methods, and the related problems associated with them. The book will enable researchers to select the appropriate composite as per their respective field of application. Presents novel approaches for the preparation of graphene, its modification and nanocomposites with enhanced properties for state-of-the-art applications Special attention is given to how graphene is synthesized through different routes, their functionality, dispersion related matters and structural aspects controlling the composite properties for various applications All synthesis methodology and functionalization procedure for graphene is discussed

Polymeric Nanocomposites with Carbonaceous Nanofillers for Aerospace Applications

Download Polymeric Nanocomposites with Carbonaceous Nanofillers for Aerospace Applications PDF Online Free

Author :
Publisher : Woodhead Publishing
ISBN 13 : 0323996582
Total Pages : 369 pages
Book Rating : 4.3/5 (239 download)

DOWNLOAD NOW!


Book Synopsis Polymeric Nanocomposites with Carbonaceous Nanofillers for Aerospace Applications by : Ayesha Kausar

Download or read book Polymeric Nanocomposites with Carbonaceous Nanofillers for Aerospace Applications written by Ayesha Kausar and published by Woodhead Publishing. This book was released on 2022-10-06 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Polymeric Nanocomposites with Carbonaceous Nanofillers for Aerospace Applications offers a comprehensive paperback on the aerospace relevance of polymer/carbonaceous nanofiller-based nanocomposite. This manuscript summarizes all specific information on the design, fabrication and application areas of aerospace industry that employ polymer/carbonaceous nanofiller-based nanocomposites. In addition, it points to the potential of aeronautical nanocomposites towards lightning strike, radiation shielding, anti-corrosion, electronic/optical features, thermal management, antistatic application, self-healing aptitude, and green nanocomposites. The modeling of mechanical and essential properties of aerospace nanocomposites is also discussed, along with challenges and future forecasts of polymer/carbonaceous nanofiller nanocomposites. Focuses on essential aerospace composites, carbonaceous nanofillers, and ensuing polymer/carbonaceous nanofiller-based nanocomposites Explores indispensable properties of aeronautical nanocomposites, modeling of physical properties, and combined influence of carbonaceous nanofillers and carbon fibers on space material properties Includes up-to-date technical applications of polymer/carbonaceous nanofiller-based nanocomposites in design, mechanical robustness, heat resistance, non-flammability, anti-corrosion, radiation shielding, lightning strike prevention, electronic/optical features, antistatic application, self-healing, thermal management, and green nanocomposites for aeronautical relevance

ICCS20 - 20th International Conference on Composite Structures

Download ICCS20 - 20th International Conference on Composite Structures PDF Online Free

Author :
Publisher : Società Editrice Esculapio
ISBN 13 : 8893850419
Total Pages : 352 pages
Book Rating : 4.8/5 (938 download)

DOWNLOAD NOW!


Book Synopsis ICCS20 - 20th International Conference on Composite Structures by : Nicholas Fantuzzi

Download or read book ICCS20 - 20th International Conference on Composite Structures written by Nicholas Fantuzzi and published by Società Editrice Esculapio. This book was released on 2017-07-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Composite materials have aroused a great interest over the last few decades, as proven by the huge number of scientific papers and industrial progress. The increase in the use of composite structures in different engineering practices justify the present international meeting where researches from every part of the globe can share and discuss the recent advancements regarding the use of structural components within advanced applications such as buckling, vibrations, repair, reinforcements, concrete, composite laminated materials and more recent metamaterials. Studies about composite structures are truly multidisciplinary and the given contributions can help other researches and professional engineers in their own field. This Conference is suitable as a reference for engineers and scientists working in the professional field, in the industry and the academia and it gives the possibility to share recent advancements in different engineering practices to the outside world. This book aims to collect selected plenary and key-note lectures of this International Conference. For this reason, the establishment of this 20th edition of International Conference on Composite Structures has appeared appropriate to continue what has been begun during the previous editions. ICCS wants to be an occasion for many researchers from each part of the globe to meet and discuss about the recent advancements regarding the use of composite structures, sandwich panels, nanotechnology, bio-composites, delamination and fracture, experimental methods, manufacturing and other countless topics that have filled many sessions during this conference. As a proof of this event, which has taken place in Paris (France), selected plenary and key-note lectures have been collected in the present book.

Physics and Chemistry of Graphene

Download Physics and Chemistry of Graphene PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 9814241482
Total Pages : 478 pages
Book Rating : 4.8/5 (142 download)

DOWNLOAD NOW!


Book Synopsis Physics and Chemistry of Graphene by : Toshiaki Enoki

Download or read book Physics and Chemistry of Graphene written by Toshiaki Enoki and published by CRC Press. This book was released on 2013-01-24 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: From a chemistry aspect, graphene is the extrapolated extreme of condensed polycyclic hydrocarbon molecules to infinite size. Here, the concept on aromaticity which organic chemists utilize is applicable. Interesting issues appearing between physics and chemistry are pronounced in nano-sized graphene (nanographene), as we recognize the importance of the shape of nanographene in understanding its electronic structure. In this book, the fundamental issues on the electronic, magnetic, and chemical properties of condensed polycyclic hyodrocarbon molecules, nanographene and graphene are comprehensively discussed.

Machine Learning Applied to Composite Materials

Download Machine Learning Applied to Composite Materials PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9811962782
Total Pages : 202 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning Applied to Composite Materials by : Vinod Kushvaha

Download or read book Machine Learning Applied to Composite Materials written by Vinod Kushvaha and published by Springer Nature. This book was released on 2022-11-29 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the approach of Machine Learning (ML) based predictive models in the design of composite materials to achieve the required properties for certain applications. ML can learn from existing experimental data obtained from very limited number of experiments and subsequently can be trained to find solutions of the complex non-linear, multi-dimensional functional relationships without any prior assumptions about their nature. In this case the ML models can learn from existing experimental data obtained from (1) composite design based on various properties of the matrix material and fillers/reinforcements (2) material processing during fabrication (3) property relationships. Modelling of these relationships using ML methods significantly reduce the experimental work involved in designing new composites, and therefore offer a new avenue for material design and properties. The book caters to students, academics and researchers who are interested in the field of material composite modelling and design.