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Xin Yan, Xiao Gang Su ... 328 pages - Publisher: World Scientific; 1st edition (June, 2009) ... Language: English - ISBN-10: 9812834109 - ISBN-13: 978-9812834102 ...

This volume presents in detail the fundamental theories of linear regression analysis and diagnosis, as well as the relevant statistical computing techniques so that readers are able to actually model the data using the methods and techniques described in the book. It covers the fundamental theories in linear regression analysis and is extremely useful for future research in this area. The examples of regression analysis using the Statistical Application System (SAS) are also included. This book is suitable for graduate students who are either majoring in statistics/biostatistics or using linear regression analysis substantially in their subject fields.

Giuseppe Ciaburro, Balaji Venkateswaran ... 270 pages - Publisher: Packt Publishing; (September, 2017) ... Language: English - ISBN-10: 1788397878 - ISBN-13: 978-1788397872.

Neural networks are one of the most fascinating machine learning models for solving complex computational problems efficiently. Neural networks are used to solve wide range of problems in different areas of AI and machine learning. This book explains the niche aspects of neural networking and provides you with foundation to get started with advanced topics. The book begins with neural network design using the neural net package, then you'll build a solid foundation knowledge of how a neural network learns from data, and the principles behind it. This book covers various types of neural network including recurrent neural networks and convoluted neural networks. You will not only learn how to train neural networks, but will also explore generalization of these networks. Later we will delve into combining different neural network models and work with the real-world use cases. By the end of this book, you will learn to implement neural network models in your applications with the help of practical examples in the book.

S. Chakraverty, Susmita Mall ... 157 pages - Publisher: CRC Press; (July, 2017) ... Language: English - ASIN: B0744Q3RW2 by Amazon.

Differential equations play a vital role in the fields of engineering and science. Problems in engineering and science can be modeled using ordinary or partial differential equations. Analytical solutions of differential equations may not be obtained easily, so numerical methods have been developed to handle them. Machine intelligence methods, such as Artificial Neural Networks (ANN), are being used to solve differential equations, and these methods are presented in Artificial Neural Networks for Engineers and Scientists: Solving Ordinary Differential Equations. This book shows how computation of differential equation becomes faster once the ANN model is properly developed and applied.

John F. Douglas, Janusz M. Gaslorek, John A. Swaffield, Lynne B. Jack ... 992 pages - Publisher: Prentice Hall; 5th edition (July, 2006) ... Language: English - ISBN-10: 0131292935 - ISBN-13: 978-0131292932 ...

Written for courses in Fluid Mechanics in Civil and Mechanical Engineering, this text covers the fundamental principles of fluid mechanics, as well as specialist topics in more depth. The fundamental material relates to all engineering disciplines that require fluid mechanics. As in previous editions this book demonstrates the link between theory and practice with excellent examples and computer programs. The programs help students perform 3 types of calculations; relatively simple calculations, calculations designed to provide solutions for steady state system operation, and unsteady flow simulations.

R. C. Hibbeler ... 928 pages - Publisher: Prentice Hall; 1st edition (March, 2014) ... Language: English - ISBN-10: 0132777622 - ISBN-13: 978-0132777629 ...

Fluid Mechanics is intended for use in Fluid Mechanics courses found in Civil and Environmental, General Engineering, and Engineering Technology and Industrial Management departments. It is also serves as a suitable reference and introduction to Fluid Mechanics principles. Fluid Mechanics provides a comprehensive and well-illustrated introduction to the theory and application of Fluid Mechanics. The text presents a commitment to the development of student problem-solving skills and features many of the same pedagogical aids unique to Hibbeler texts. MasteringEngineering for Fluid Mechanics is a total learning package that is designed to improve results through personalized learning. This innovative online program emulates the instructor’s office–hour environment, guiding students through engineering concepts from Fluid Mechanics with self-paced individualized coaching. Teaching and Learning Experience: This program will provide a better teaching and learning experience—for you and your students. It provides: Individualized Coaching: Mastering Engineering provides students with wrong-answer specific feedback and hints as they work through tutorial homework problems. + Problem Solving: A large variety of problem types stress practical, realistic situations encountered in professional practice, with varying levels of difficulty. + Visualization: The photos are designed to help students visualize difficult concepts. + Review and Student Support: A thorough end-of-chapter review provides students with a concise reviewing tool. + Accuracy Checking: The accuracy of the text and problem solutions has been thoroughly checked by other parties. + Alternative Coverage: After covering the basic principles in Chapters 1-6, the remaining chapters may be presented in any sequence, without the loss of continuity.

Braja M. Das ... 600 pages- Publisher: CRC Press; 3rd edition (March, 2008) ... Language: English - ISBN-10: 0415420261- ISBN-13: 978-0415420266 ...

This revised and updated edition of Advanced Soil Mechanics presents a step-by-step guide to all aspects of the subject to students, and addresses a wide range of topics in a logical and extensively illustrated approach, including: grain-size distribution; the nature of water in clay; consistency of cohesive soils; weight-volume relationships; soil classification systems; concepts of elasticity; equations of equilibrium. The book is illustrated with mathematical derivations and clear diagrams, problems and examples are provided throughout and each chapter concludes with a list of references for further in-depth review or research. Advanced Soil Mechanics is valuable not only for upper-level undergraduate and graduate level students of civil engineering, engineering mechanics, and soil mechanics, but also as a reference for professionals working in these fields.

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