Abhishek Kumar Pandey, Pramod Singh Rathore, S. Balamurugan ... 282 pages - AmazonSIN: B07WFZZ2TB ... Publisher: BPB Publications; (June, 2019) - Language: English.

Machine learning is mostly sought in the research field and has become an integral part of many research projects nowadays including commercial applications, as well as academic research. Application of machine learning ranges from finding friends on social networking sites to medical diagnosis and even satellite processing. In this book, we have made an honest effort to make the concepts of machine learning easy and give basic programs in MATLAB right from the installation part. Although the real-time application of machine learning is endless, however, the basic concepts and algorithms are discussed using MATLAB language so that not only graduation students but also researchers are benefitted from it. 

What will you learn: ● Pre-requisites to machine learning ● Finding natural patterns in data ● Building classification methods ● Data pre-processing in Python ● Building regression models ● Creating neural networks ● Deep learning

PLAXIS MoDeTo CONNECT Edition V20 UpDate 4 [Size: 1.6 GB] ...
 PLAXIS MoDeTo (Monopile Design Tool) is a PLAXIS-based specific tool providing anenhanced design methodology for monopile foundations under lateral loading. Monopiledesign can be performed efficiently by using one-dimensional (1D) finite element (FE)analyses of a laterally loaded pile. The adopted design methodology is based on the PIleSoil Analysis (PISA) joint industry research project.The monopile is modelled by means of the Timoshenko beam theory whereas the soilreaction is modelled using calibrated or user-defined soil reaction curves. The calibrationof the soil reactions is based on three-dimensional (3D) finite element calculations usingPLAXIS 3D. In addition to the 1D design analysis, the design tool facilitates thegeneration and calculation of the PLAXIS 3D models, and the derivation of the soilreactions based on the calculation results. A real installation site can be represented withfinite element models in PLAXIS 3D and a site-specific 1D model can be calibrated andused for the design of monopile foundations.

The PLAXIS development team is pleased to announce the availability of PLAXIS MoDeTo CONNECT Edition V20 Update 4 is a software package intended for the design of monopiles asfoundation elements for offshore wind turbines under lateral loading conditions. New and improved features; * improved regeneration for the design verification model, for cases where only the workload values are changed * input tables in soil and calibration modes now accommodate copying and pasting of values * improved visualization of the step changes at layer transactions on shaft depth variation function charts * added functionality to import multiple soil reaction curves files in analysis mode * improved algorithm for simplification of the curves that are exported to SACS * added support for exporting pile base curves to SACS. Fixed issues;* fixed issue with loading projects that contained the number symbol (#) in the name * fixed the initial mobilization value for the NGI-ADP model in over-consolidated clay (K0 > 1).

Ghazi Gaseem Al-Khateeb ... 657 pages - Publisher: CRC Press; (July, 2020) ... Language: English - AmazonSIN: B08LG9CKRJ.

Traffic and Pavement Engineering presents the latest engineering concepts, techniques, practices, principles, standard procedures, and models that are applied and used to design and evaluate traffic systems, road pavement structures, and alternative transportation systems to ultimately achieve greater safety, sustainability, efficiency, and cost-effectiveness. It provides in-depth coverage of the major areas of transportation engineering and includes a broad range of practical problems and solutions, related to theory, concepts, practice, and applications. Solutions for each problem follow step-by-step procedures that include the theory and the derivation of the formulas and computations where applicable. Additionally, numerical methods, linear algebraic methods, and least squares regression techniques are presented to assist in problem solving. Features: Presents coverage of major areas in transportation engineering: traffic engineering, and pavement materials, analysis, and design. + Provides solutions to numerous practical problems in traffic and pavement engineering including terminology, theory, practice, computation, and design. + Offers downloadable and user-friendly MS Excel spreadsheets as well as numerical methods and optimization tools and techniques. + Includes several practical case studies throughout. + Utilizes a unique approach in presenting the different topics of transportation engineering.

Traffic and Pavement Engineering will help academics and professionals alike to find practical solutions across the broad spectrum of traffic and pavement engineering issues.

João Paulo Coelho, Tatiana M. Pinho, José Boaventura-Cunha ... 296 pages - ISBN-13: 978-0367203498 ... Publisher: CRC Press; (August, 2019) - Language: English.

This book presents, in an integrated form, both the analysis and synthesis of three different types of hidden Markov models. Unlike other books on the subject, it is generic and does not focus on a specific theme, e.g. speech processing. Moreover, it presents the translation of hidden Markov models’ concepts from the domain of formal mathematics into computer codes using MATLAB. The unique feature of this book is that the theoretical concepts are first presented using an intuition-based approach followed by the description of the fundamental algorithms behind hidden Markov models using MATLAB. This approach, by means of analysis followed by synthesis, is suitable for those who want to study the subject using a more empirical approach.

Key Selling Points: Presents a broad range of concepts related to Hidden Markov Models (HMM), from simple problems to advanced theory + Covers the analysis of both continuous and discrete Markov chains + Discusses the translation of HMM concepts from the realm of formal mathematics into computer code + Offers many examples to supplement mathematical notation when explaining new concepts.

Mark Aschheim, Enrique Hernández Montes, Dimitrios Vamvatsikos ... Language: English - AmazonSIN: B08LDQ3LVD ... Publisher : CRC Press; (April, 2019) - 598 pages.

The costs of inadequate earthquake engineering are huge, especially for reinforced concrete buildings. This book presents the principles of earthquake-resistant structural engineering, and uses the latest tools and techniques to give practical design guidance to address single or multiple seismic performance levels.

It presents an elegant, simple and theoretically coherent design framework. Required strength is determined on the basis of an estimated yield displacement and desired limits of system ductility and drift demands. A simple deterministic approach is presented along with its elaboration into a probabilistic treatment that allows for design to limit annual probabilities of failure. The design method allows the seismic force resisting system to be designed on the basis of elastic analysis results, while nonlinear analysis is used for performance verification. Detailing requirements of ACI 318 and Eurocode 8 are presented. Students will benefit from the coverage of seismology, structural dynamics, reinforced concrete, and capacity design approaches, which allows the book to be used as a foundation text in earthquake engineering.

Slobodan Dmitrović ... 324 pages - ISBN-13: 978-1484260463 ... Publisher: Apress; (July, 2020) - Language: English.

Learn the C++ programming language in a structured, straightforward, and friendly manner. This book teaches the basics of the modern C++ programming language, C++ Standard Library, and modern C++ standards. No previous programming experience is required. C++ is a language like no other, surprising in its complexity, yet wonderfully sleek and elegant in so many ways. It is also a language that cannot be learned by guessing, one that is easy to get wrong and challenging to get right. To overcome this, each section is filled with real-world examples that gradually increase in complexity. Modern C++ for Absolute Beginners teaches more than just programming in C++20. It provides a solid C++ foundation to build upon.The author takes you through the C++ programming language, the Standard Library, and the C++11 to C++20 standard basics. Each chapter is accompanied by the right amount of theory and plenty of source code examples. You will work with C++20 features and standards, yet you will also compare and take a look into previous versions of C++. You will do so with plenty of relevant source code examples.

What You Will Learn: Work with the basics of C++: types, operators, variables, constants, expressions, references, functions, classes, I/O, smart pointers, polymorphism, and more + Set up the Visual Studio environment on Windows and GCC on Linux, where you can write your own code + Declare and define functions, classes, and objects, and organize code into namespaces + Discover object-oriented programming: classes and objects, encapsulation, inheritance, polymorphism, and more using the most advanced C++ features + Employ best practices in organizing source code and controlling program workflow + Get familiar with C++ language dos and donts, and more + Master the basics of lambdas, inheritance, polymorphism, smart pointers, templates, modules, contracts, concepts, and more. Who This Book Is For: Beginner or novice programmers who wish to learn C++ programming. No prior programming experience is required

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