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advanced concrete technology: Advanced Concrete Technology Zongjin Li, Xiangming Zhou, Hongyan Ma, Dongshuai Hou, 2022-09-14 Advanced Concrete Technology A thorough grounding in the science of concrete combined with the latest developments in the rapidly evolving field of concrete technology In the newly revised second edition of Advanced Concrete Technology, a distinguished team of academics and engineers delivers a state-of-the-art exploration of modern and advanced concrete technologies developed during the last decade. The book combines the essential concepts and theory of concrete with practical examples of material design, composition, processing, characterization, properties, and performance. The authors explain, in detail, the hardware and software of concrete, and offer readers discussions of the most recent advances in concrete technology, including, but not limited to, concrete recycling, nanotechnology, microstructural simulation, additive manufacturing, and non-destructive testing methods. This newest edition of Advanced Concrete Technology provides a sustained emphasis on sustainable and novel technologies, like new binders, 3D printing, and other advanced materials and techniques. Readers will also find: A thorough introduction to concrete, including its definition and its historical evolution as a material used in engineering and construction In-depth explorations of the materials for making concrete and the properties of fresh concrete Comprehensive discussions of the material structure of concrete, hardened concrete, and advanced cementitious composites Fulsome treatments of concrete fracture mechanics, non-destructive testing in concrete engineering, and future trends in concrete Perfect for undergraduate and graduate students studying civil or materials engineering—especially those taking classes in the properties of concrete or concrete technologies—as well as engineers in the concrete industry. Advanced Concrete Technology, 2nd Edition will also earn a place in the libraries of civil and materials engineers working in the industry. |
advanced concrete technology: Advanced Concrete Technology Zongjin Li, 2011-01-11 Over the past two decades concrete has enjoyed a renewed level of research and testing, resulting in the development of many new types of concrete. Through the use of various additives, production techniques and chemical processes, there is now a great degree of control over the properties of specific concretes for a wide range of applications. New theories, models and testing techniques have also been developed to push the envelope of concrete as a building material. There is no current textbook which brings all of these advancements together in a single volume. This book aims to bridge the gap between the traditional concrete technologies and the emerging state-of-the-art technologies which are gaining wider use. |
advanced concrete technology: Handbook on Advanced Concrete Technology N. V. Nayak, A. K. Jain, 2012 This textbook provides updated information on materials and other aspects of concrete. It covers all types of concretes: normal, high strength, self compacting concrete, light weight. It provides guidelines on production, placement, compaction, curing and testing. This Handbook consolidates in a single volume various types of concrete, experience and insights of experts of concrete technology and will help in production of durable, economical and sustainable concrete. |
advanced concrete technology: Advanced Concrete Technology: Concrete properties John Brian Newman, B. S. Choo, 2003 The four volumes in the Advanced Concrete Technology Series offer a comprehensive educational and reference resource for the concrete materials technologist. Each volume deals with a different aspect of the subject. |
advanced concrete technology: Advanced Concrete Technology 2 John Newman, B S Choo, 2003-10-31 Based on the Institute of Concrete Technology's Advanced Concrete Technology Course, these four volumes are a comprehensive educational and reference resource for the concrete materials technologist. An expert international team of authors from research, academia and industry has been brought together to produce this unique series. Each volume deals with a different aspect of the subject: constituent materials, properties, processes and testing and quality. With worked examples, case studies and illustrations throughout, the books will be a key reference for the concrete specialist for years to come. - Expert international authorship ensures the series is authoritative - Case studies and worked examples help the reader apply their knowledge to practice - Comprehensive coverage of the subject gives the reader all the necessary reference material |
advanced concrete technology: Adv Concrete Technology 4: Testing and Q Newman, Seng Choo, 1999-04 |
advanced concrete technology: Concrete Technology Adam M. Neville, J. J. Brooks, 2010 The success of any concrete structure depends on the designer's sound knowledge of concrete and its behaviour under load, under temperature and humidity changes, and under exposure to the relevant environment and industrial conditions. This book gives students a thorough understanding of all aspects of concrete technology from first principles. It covers concrete ingredients, properties and behaviour in the finished structure with reference to national standards and recognised testing methods used in Britain, the European Union and the United States. Examples and problems are given throughout to emphasise the important aspects of each chapter. An excellent coursebook for all students of Civil Engineering, Structural Engineering and Building at degree or diploma level, Concrete Technology will also be a valuable reference book for practising engineers in the field. |
advanced concrete technology: Advanced Concrete Technology 4 John Newman, B S Choo, 2003-08-21 Based on the Institute of Concrete Technology's Advanced Concrete Technology Course, these four volumes are a comprehensive educational and reference resource for the concrete materials technologist. An expert international team of authors from research, academia and industry has been brought together to produce this unique series. Each volume deals with a different aspect of the subject: constituent materials, properties, processes and testing and quality. With worked examples, case studies and illustrations throughout, the books will be a key reference for the concrete specialist for years to come. - Expert international authorship ensures the series is authoritative - Case studies and worked examples help the reader apply their knowledge to practice - Comprehensive coverage of the subject gives the reader all the necessary reference material |
advanced concrete technology: Adv Concrete Technology 3: Processes Newman, Seng Choo, 1999-04 |
advanced concrete technology: Advanced Concrete Technology Set John Newman, B S Choo, 2003-11-06 Based on the Institute of Concrete Technology's advanced course, this new four volume series is a comprehensive educational and reference resource for the concrete materials technologist. An expert international team of authors from research, academia and industry has been brought together to produce this unique reference source. Each volume deals with different aspects of the properties, composition, uses and testing of concrete. With worked examples, case studies and illustrations throughout, this series will be a key reference for the concrete specialist for years to come. - Expert international authorship ensures the series is authoritative - Case studies and worked examples help the reader apply their knowledge to practice - Comprehensive coverage of the subject gives the reader all the necessary reference material |
advanced concrete technology: Fundamentals of Durable Reinforced Concrete Mark G. Richardson, 2003-09-02 Durability failures in reinforced concrete structures are wasteful of resources and energy. The introduction to practice of European Standard EN 206-1 represents a significant shift in emphasis on the need to explicitly consider each potential durability threat when specifying and producing concrete. Fundamentals of Durable Reinforced Concrete presents the fundamental aspects of concrete durability including reinforcement corrosion, carbonation, chloride ingress, alkali-aggregate reaction, freeze/thaw damage, sulphate attack, chemical attack, cracking, abrasion and weathering. The background to the durability exposure classes in EN 206-1 is also explained. Future directions in performance-based specifications and mathematical modelling of degradation are presented. This book will be of particular interest to specifiers applying the principles of the new European Standard EN 206-1 for the first time, to postgraduate researchers in mathematical modelling of degradation mechanisms, to undergraduates of engineering, architecture and building technology, and students of advanced concrete technology who require a concise source of reference on concrete durability. |
advanced concrete technology: Integrated Design and Environmental Issues in Concrete Technology K. Sakai, 2010-02-25 The two themes of integration of structural and durability design, and integration of concrete technologies in relation to global environmental issues are drawn together in this book. It presents the views of distinguished international researchers and engineers on these key topics as the 21st century approaches. Derived from a workshop on rational design of concrete structures held in Hakodate, Japan, in August 1995, the book provides a focus for debate about the ways in which concrete technologies around the world must respond to the necessity of ensuring that concrete construction achieves higher levels of durability, and about the growing imperative to meet higher environmental standards in concrete production and use. |
advanced concrete technology: High Performance Concrete Technology and Applications Salih Yilmaz, Hayri Baytan Ozmen, 2016-10-05 Concrete is widely used because of its versatility, affordability, and availability of raw materials, strength, and durability. Urban development that took place through the world in the last few decades yielded significant developments for concrete technology. The term high-performance concrete (HPC) is relatively new, and it refers to many properties such as strength, durability, sound and heat insulation, waterproofing, and side advantages such as air purification, self-cleaning, etc. Researchers and engineers are constantly working for improving concrete properties. This book provides the state of the art on recent progress in the high-performance concrete applications written by researchers and experts of the field. The book should be useful to graduate students, researchers, and practicing engineers in related fields. |
advanced concrete technology: Advanced Concrete Technology 1 John Newman, B S Choo, 2003-09-02 BBased on the Institute of Concrete Technology's advanced course, the Advanced Concrete Technology series is a comprehensive educational and reference resource for the concrete materials technologist. An expert international team of authors from research, academia, and industry have come together to produce this unique reference source.This first volume deals with the constituent materials of concrete. With worked examples, case studies and illustrations throughout, the book will be a key reference for the concrete specialist for years to come.* Expert international authorship ensures the series is authoritative* Case studies and worked examples help the reader apply their knowledge to practice* Comprehensive coverage of the subject gives the reader all the necessary reference material |
advanced concrete technology: Lea's Chemistry of Cement and Concrete Peter Hewlett, 2003-11-12 Lea's Chemistry of Cement and Concrete deals with the chemical and physical properties of cements and concretes and their relation to the practical problems that arise in manufacture and use. As such it is addressed not only to the chemist and those concerned with the science and technology of silicate materials, but also to those interested in the use of concrete in building and civil engineering construction. Much attention is given to the suitability of materials, to the conditions under which concrete can excel and those where it may deteriorate and to the precautionary or remedial measures that can be adopted. First published in 1935, this is the fourth edition and the first to appear since the death of Sir Frederick Lea, the original author. Over the life of the first three editions, this book has become the authority on its subject. The fourth edition is edited by Professor Peter C. Hewlett, Director of the British Board of Agrement and visiting Industrial Professor in the Department of Civil Engineering at the University of Dundee. Professor Hewlett has brought together a distinguished body of international contributors to produce an edition which is a worthy successor to the previous editions. |
advanced concrete technology: Concrete Technology (2022 Pictorial Booklet Vol.-3 Civil Engineering ) YCT Expert Team , 2022 Pictorial Booklet Vol.-3 Civil Engineering Concrete Technology Useful for : SSC JE, UPPCL, UPRVUNL JE/AE, UPPSC AE, UPSSSC JE, UP JN, Assam PSC AE/JE, BPSC/BSPHCL JE, CHHATTISGARH PSC/CGPEB AE/JE, DSSSB JE, DDA JE, ESE, ESIC, GUJARAT/GETCO/GSSSB/GMC/GSECL/MGCVCL/BMC/PGVCL, HPSSC, HARYANA PSC/ HSSC, ISRO TA, JAMMU & KASHMIR SSB, JHARKHAND PSC, KARNATAKA PSC/ KPTCL/KPCL/BMRCL/MESCOM/HESCOM, KERALA PSC AE/JE, DMRC/NMRC/LMRC/ JMRC JE/AM, MAHARASHTRA JE, MIZORAM JE/AE, MP PEB, NAGALAND PSC, NCL OVERSEER/SERVEYOR, NLC GET, OPSC AEE, OSSC JE, PGCIL Diploma Trainee, PUNJAB PSC JE/SDE/SDO, RSMSSB JEn, RPSC AE, RRB JE, DFCCIL JE, TELANGANA PSC AEE/AE, TAMIL NADU PSC AE, UTTRAKHAND PSC/UKSSSC/UJVNL/PTCUL/UPCL AE/JE, WEST BENGAL PSC/SUB ASSISTANT ENGINEER/ JE/KMC SAE, OTHER STATE PSC JE/PSU JE |
advanced concrete technology: Concrete Permeability and Durability Performance Roberto J. Torrent, Rui D. Neves, Kei-ichi Imamoto, 2021-12-22 Durability and service life design of concrete constructions have considerable socio-economic and environmental consequences, in which the permeability of concrete to aggressive intruders plays a vital role. Concrete Permeability and Durability Performance provides deep insight into the permeability of concrete, moving from theory to practice, and presents over 20 real cases, such as Tokyo’s Museum of Western Art, Port of Miami Tunnel and Hong Kong-Zhuhai-Macao sea-link, including field tests in the Antarctic and Atacama Desert. It stresses the importance of site testing for a realistic durability assessment and details the Torrent Method for non-destructive measurement of air-permeability. It also delivers answers for some vexing questions: Should the coefficient of permeability be expressed in m2 or m/s? How to get a mean pore radius of concrete from gas-permeability tests? Why should permeability preferably be measured on site? How can service life of reinforced concrete structures be predicted by site testing of gas-permeability and cover thickness? Practitioners will find stimulating examples on how to predict the coming service life of new structures and the remaining life of existing structures, based on site testing of air-permeability and cover thickness. Researchers will value theoretical principles, testing methods, as well as how test results reflect the influence of concrete mix composition and processing. |
advanced concrete technology: Microwave-Assisted Concrete Technology K.C. Gary Ong, Ali Akbarnezhad, 2018-10-09 Microwave Technology: A Powerful Technique The first book to combine microwave-assisted heating technology and concrete technology (covering production, demolition, and recycling), Microwave-Assisted Concrete Technology: Production, Demolition and Recycling explains the underlying concepts and fundamentals involved in the microwave-assisted heating of concrete. While most books on microwave heating focus on the behavior of microwaves, this text centers on the response of materials subjected to microwaves, and specifically concentrates on materials used in the concrete industry. A ready reference for the design of microwave-based equipment, the book describes how microwave-assisted heating technology may be harnessed in the production, demolition, and recycling of concrete. It covers microwave-assisted applications, the design concepts of microwave heating systems (generators and applicators) used in microwave-assisted concrete-processing methods, and process control techniques used to monitor the condition of concrete during the heating process. Learn How to use the Microwave-Assisted Heating Process for Industry The book is written from the perspective of modern practitioners in the construction industry, and addresses the technological, scientific, and environmental issues involved in replacing conventional approaches with microwave heating. The authors categorize the applications of microwave heating in concrete technology into three areas: microwave-assisted accelerated curing of concrete, microwave-assisted selective demolition and drilling of concrete, and the microwave-assisted recycling of concrete. They discuss sustainability and the environmental impact of incorporating sustainable concrete production, demolition, and recycling using microwave-assisted heating technologies, and environmentally friendly microwave heating applications. This text covers: The basics of concrete-microwave field interactions Microwave-assisted concrete technologies for use in the production, demolition, and recycling of concrete as well as the control mechanisms required to ensure the efficiency of these methods The design of microwave heating applicators Microwave-Assisted Concrete Technology: Production, Demolition and Recycling does not require a familiarity with electromagnetism science and can be easily understood by civil engineers as well as by readers with little or no engineering background. |
advanced concrete technology: Concrete Technology (Theory and Practice), 8e Shetty M.S. & & Jain A.K., 2019 Concrete Technology: Theory and Practice gives students of Civil Engineering a thorough understanding of all aspects of concrete technology from first principles. It covers types of Cement, Admixtures, Concrete strength, durability and testing with reference to national standards. |
advanced concrete technology: Nonconventional Concrete Technologies National Research Council, Division on Engineering and Physical Sciences, National Materials Advisory Board, Commission on Engineering and Technical Systems, Committee on Nonconventional Concrete Technologies for Renewal of the Highway Infrastructure, 1997-03-25 Nonconventional Concrete Technologies: Renewal of the Highway Infrastructure identifies research and development opportunities in innovative, nonconventional materials and processes that have the potential to accelerate the construction process, improve the durability of highway pavement and bridges, and enhance the serviceability and longevity of new construction under adverse conditions. |
advanced concrete technology: Advanced Concrete Technology John Brian Newman, B. S. Choo, 2003 |
advanced concrete technology: Nanotechnology for Smart Concrete Ghasan Fahim Huseien, Nur Hafizah A. Khalid, Jahangir Mirza, 2022-02-10 Nanomaterials can markedly improve the mechanical properties of concrete, as well as reduce the porosity and enhance the durability of concrete. The application of nanotechnology in concrete is still in its infancy. However, an ever-growing demand for ultra-high-performance concrete and recurring environmental pollution caused by ordinary Portland cement has encouraged engineers to exploit nanotechnology in the construction industry. Nanotechnology for Smart Concrete discusses the advantages and applications of nanomaterials in the concrete industry, including high-strength performance, microstructural improvement, self-healing, energy storage, and coatings. The book Analyses the linkage of concrete materials with nanomaterials and nanostructures Discusses the applications of nanomaterials in the concrete industry, including energy storage in green buildings, anti-corrosive coatings, and inhibiting pathogens and viruses Covers self-healing concrete Explores safety considerations, sustainability, and environmental impact of nanoconcrete Includes an appendix of solved questions This comprehensive and innovative text serves as a useful reference for upper-level undergraduate students, graduate students, and professionals in the fields of Civil and Construction Engineering, Materials Science and Engineering, and Nanomaterials. Dr. Ghasan Fahim Huseien is a research fellow at the Department of Building, School of Design and Environment, National University of Singapore, Singapore. He received his PhD degree from the University of Technology Malaysia in 2017. Dr. Huseien has over 5 years of Applied R&D and 10 years of experience in manufacturing smart materials for sustainable building and smart cities. He has expertise in Advanced Sustainable Construction Materials covering Civil Engineering, Environmental Sciences and Engineering. He has authored and co-authored 50+ publications and technical reports, 3 books, and 15 book chapters, and participated in 25 national and international conferences/workshops. He is a peer reviewer for several international journals as well as Master’s and PhD students. He is a member of the Concrete Society of Malaysia and the American Concrete Institute. Dr. Nur Hafizah Abd Khalid is a Senior Lecturer at the School of Civil Engineering, Universiti Teknologi, Malaysia (UTM), and is a research member of the Construction Material Research Group (CMRG). She is currently a Council Member of the Concrete Society Malaysia (CSM). She earned her Master’s degree on structure and materials in 2011 from the Universiti Teknologi Malaysia. She received a Young Women Scientist Award (representing Malaysia) in 2014 in South Korea by KWSE/APNN. She is currently appointed as an Inviting Researcher at Hunan University, China, funded under the Talented Young Scientist Program (TYSP). Her research interests focus on concrete structural systems, advanced concrete technology (green concrete technology and fibre reinforced concrete), civil engineering materials, polymer composites, and bio-composites. Professor Dr. Jahangir Mirza has over 35 years of Applied Research and Development (R&D) as well as teaching experience. He has expertise in Advanced Sustainable Construction Materials covering Civil Engineering, Environmental Sciences and Engineering, Chemistry, Earth Sciences, Geology, and Architecture departments. He has been a Senior Scientist at the Research Institute of Hydro-Quebec (IREQ), Montreal, Canada since 1985. He has been a Visiting Research Professor for the Environmental Engineering program at the University of Guelph in Ontario, Canada since 2018. |
advanced concrete technology: Sulfate Attack on Concrete J. Marchand, Ivan Odler, Jan P. Skalny, 2001-10-11 Sulfate Attack on Concrete provides a comprehensive reference to this important subject. It covers: a short history of concrete deterioration due to sulfate attack, the origin of sulfates in concrete, the importance of appropriate concrete processing, forms and physical-chemical mechanisms of concrete deterioration due to sulfates, preventative measures, standardisation and numerous case histories. This book is an essential reference for industry practitioners involved in concrete science and engineering, and also for academics and researchers of materials science and concrete technology. |
advanced concrete technology: Advanced Concrete Technology 3 John Newman, B S Choo, 2003-10-30 Based on the Institute of Concrete Technology's Advanced Concrete Technology Course, these four volumes are a comprehensive educational and reference resource for the concrete materials technologist. An expert international team of authors from research, academia and industry has been brought together to produce this unique series. Each volume deals with a different aspect of the subject: constituent materials, properties, processes and testing and quality. With worked examples, case studies and illustrations throughout, the books will be a key reference for the concrete specialist for years to come.* Expert international authorship ensures the series is authoritative* Case studies and worked examples help the reader apply their knowledge to practice* Comprehensive coverage of the subject gives the reader all the necessary reference material |
advanced concrete technology: Handbook on Advanced Concrete Technology , 2012 |
advanced concrete technology: Deteriorated Concrete Frank Rendell, Raoul Jauberthie, Mike Grantham, 2002 - Concrete - Deterioration of concrete - In situ investigation of concrete deterioration - Laboratory testing - X-ray diffraction analysis - Scanning electron microscopy and micro-analysis - Physiochemical examination of concrete - Case studies - Appendix 1 Data interpretation - Appendix 2 Interaction between radiation and a solid - Appendix 3 Structure and description of crystals - Appendix 4 Mineralogical data - Index |
advanced concrete technology: Computer Modelling of Concrete Mixtures Joe Dewar, 1999-08-05 The complexity of specifications and the number of materials options available today for concrete production mean that the traditional procedure of making trial mixes is now unnecessary, expensive and time consuming. Using J.D Dewar's research, this book shows how a small amount of materials data can be used confidently to predict the composition o |
advanced concrete technology: Concrete Technology A. R. Santhakumar, 2006-10-23 |
advanced concrete technology: Advanced Concrete Technology: Concrete properties John Brian Newman, B. S. Choo, 2003 |
advanced concrete technology: Sustainability of Concrete Pierre-Claude Aitcin, Sidney Mindess, 2011-02-18 Production of Portland cement is responsible for about seven percent of the world's greenhouse gas emissions. The pressure to make the production of concrete more sustainable, or greener, is considerable and increasing. This requires a wholesale shift in processes, materials and methods in the concrete industry. Pure Portland cement will nee |
advanced concrete technology: ADVANCED REINFORCED CONCRETE DESIGN P. C. VARGHESE, 2009-01-09 Intended as a companion volume to the author's Limit State Design of Reinforced Concrete (published by Prentice-Hall of India), the Second Edition of this comprehensive and systematically organized text builds on the strength of the first edition, continuing to provide a clear and masterly exposition of the fundamentals of the theory of concrete design. The text meets the twin objective of catering to the needs of the postgraduate students of Civil Engineering and the needs of the practising civil engineers as it focuses also on the practices followed by the industry. This text, along with Limit State Design, covers the entire design practice of revised Code IS456 (2000). In addition, it analyzes the procedures specified in many other BIS codes such as those on winds, earthquakes, and ductile detailing. What's New to This Edition Chapter 18 on Earthquake Forces and Structural Response of framed buildings has been completely revised and updated so as to conform to the latest I.S. Codes 1893 (2002) entitled Criteria for Earthquake Resistant Design of Structures (Part I - Fifth Revision). Chapters 19 and 21 which too deal with earthquake design have been revised. A Summary of elementary design of reinforced concrete members is added as Appendix. Valuable tables and charts are presented to help students and practising designers to arrive at a speedy estimate of the steel requirements in slabs, beams, columns and footings of ordinary buildings. |
advanced concrete technology: Advanced Reinforced Concrete Design N. K. Raju, 2016-03-30 |
advanced concrete technology: Concrete Solutions Michael Grantham, Carmelo Majorana, Valentina Salomoni, 2009-06-10 Concrete repair continues to be a subject of major interest to engineers and technologists worldwide. The concrete repair budget for the UK alone currently runs at some UKP 220 per annum. Some estimates have indicated that, worldwide, in 2010 the expenditure for maintenance and repair work will represent about 85% of the total expenditure in the co |
advanced concrete technology: Advanced Concrete Technology: Processes John Brian Newman, B. S. Choo, 2003 |
advanced concrete technology: Advanced Materials and Techniques for Reinforced Concrete Structures Mohamed Abdallah El-Reedy, 2009 From China to Kuala Lumpur to Dubai to downtown New York, amazing buildings and unusual structures create attention with the uniqueness of their design. While attractive to developers and investors, the safe and economic design and construction of reinforced concrete buildings can sometimes be problematic. Advanced Materials and Techniques for Reinforced Concrete Structures discusses how to create safety and economy in design, construction, and maintenance operations plans. The author presents up-to-date data on advanced materials and techniques, exploring the advantages an. |
advanced concrete technology: Advanced Concrete Technology: Constituent materials John Brian Newman, B. S. Choo, 2003 |
advanced concrete technology: 3D Concrete Printing Technology Jay G Sanjayan, Ali Nazari, Behzad Nematollahi, 2019-02-19 3D Concrete Printing Technology provides valuable insights into the new manufacturing techniques and technologies needed to produce concrete materials. In this book, the editors explain the concrete printing process for mix design and the fresh properties for the high-performance printing of concrete, along with commentary regarding their extrudability, workability and buildability. This is followed by a discussion of three large-scale 3D printings of ultra-high performance concretes, including their processing setup, computational design, printing process and materials characterization. Properties of 3D-printed fiber-reinforced Portland cement paste and its flexural and compressive strength, density and porosity and the 3D-printing of hierarchical materials is also covered. |
advanced concrete technology: Concrete Technology M. L. Gambhir, 2009 |
advanced concrete technology: Smart and Multifunctional Concrete Toward Sustainable Infrastructures Baoguo Han, Liqing Zhang, Jinping Ou, 2017-06-12 This book presents the latest research advances and findings in the field of smart/multifunctional concretes, focusing on the principles, design and fabrication, test and characterization, performance and mechanism, and their applications in infrastructures. It also discusses future challenges in the development and application of smart/multifunctional concretes, providing useful theory, ideas and principles, as well as insights and practical guidance for developing sustainable infrastructures. It is a valuable resource for researchers, scientists and engineers in the field of civil-engineering materials and infrastructures. |
advanced concrete technology: Deep Learning for Coders with fastai and PyTorch Jeremy Howard, Sylvain Gugger, 2020-06-29 Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala |
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