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Paul Chess, Warren Green ... 144 pages - Publisher: CRC Press; (December, 2019) ... Language: English - AmazonSIN: B07Z6PDJYN.

Reinforced concrete structures corrode as they age, with significant financial implications, but it is not immediately clear why some are more durable than others. This book looks at the mechanisms for corrosion and how corrosion engineering can be used for these problems to be minimized in future projects. Several different examples of reinforced concrete structures with corrosion problems are described and the various life enhancement solutions considered and applied are discussed. The book includes a chapter on the effectiveness of corrosion monitoring techniques and questions why the reality is at odds with current theory and standards. Specialist contractors, consultants and owners of corrosion damaged structures will find this an extremely useful resource. It will also be a valuable reference for students at postgraduate level.

Kefei Li ... 288 pages - Publisher: Wiley; (November, 2016) ... Language: English - ISBN-10: 1118910095 - ISBN-13: 978-1118910092. 

Comprehensive coverage of durability of concrete at both material and structural levels, with design related issues: Links two active fields in materials science and structural engineering: the durability processes of concrete materials and design methods of concrete structures * Facilitates communication between the two communities, helping to implement life-cycle concepts into future design methods of concrete structures * Presents state-of-the-art information on the deterioration mechanism and performance evolution of structural concrete under environmental actions and the design methods for durability of concrete structures * Provides efficient support and practical tools for life-cycle oriented structural design which has been widely recognized as a new generation of design philosophy for engineering structures * The author has long experience working with the topic and the materials presented have been part of the author's current teaching course of * Durability and Assessment of Engineering Structures for graduate students at Tsinghua University * The design methods and approaches for durability of concrete structures are developed from newly finished high level research projects and have been employed as recommended provisions in design code including Chinese Code and Eurocode 2.

Delip Rao, Brian McMahan ... 256 pages - Publisher: O'Reilly Media; (February, 2019) ... Language: English - ISBN-10: 1491978236 - ISBN-13: 978-1491978238.

Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based deep learning library. Authors Delip Rao and Brian McMahon provide you with a solid grounding in NLP and deep learning algorithms and demonstrate how to use PyTorch to build applications involving rich representations of text specific to the problems you face. Each chapter includes several code examples and illustrations.

Explore computational graphs and the supervised learning paradigm + Master the basics of the PyTorch optimized tensor manipulation library + Get an overview of traditional NLP concepts and methods + Learn the basic ideas involved in building neural networks + Use embeddings to represent words, sentences, documents, and other features + Explore sequence prediction and generate sequence-to-sequence models + Learn design patterns for building production NLP systems.

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