E-Books →An Introduction to Engineering Computation and Programming with Python

With a focus on the Python programming language, this book takes a hands-on approach to teaching computational engineering concepts and techniques. Readers will learn the fundamentals of Python programming, including data types, operators, control flow statements, and object-oriented programming. They will also gain proficiency in using Python libraries and tools specifically designed for engineering tasks.
The book delves into numerical methods, a cornerstone of computational engineering, providing clear explanations and step-by-step examples of methods for root finding, solving systems of linear equations, numerical integration, and differentiation. These methods are essential for analyzing and simulating complex engineering systems, and the book equips readers with the skills to apply these methods effectively.
Engineering optimization is a crucial aspect of computational engineering, and this book covers various optimization techniques, including linear programming, nonlinear programming, and evolutionary algorithms. Readers will learn how to formulate engineering problems as optimization problems and apply appropriate algorithms to find optimal solutions.
The book also explores advanced topics such as finite element analysis, computational fluid dynamics, machine learning, and the Internet of Things (IoT). These topics are increasingly important in modern engineering practice, and the book provides a solid introduction to these areas, enabling readers to stay at the forefront of computational engineering.
Throughout the book, real-world engineering case studies and examples illustrate the practical applications of computational engineering techniques. These examples span a wide range of engineering disciplines, including mechanical, civil, electrical, and computer engineering, providing readers with a comprehensive understanding of how computational engineering is used to solve real-world problems.
Whether you are a student pursuing a degree in engineering, a practicing engineer seeking to expand your skillset, or an enthusiast interested in the intersection of computing and engineering, this book is your gateway to unlocking the power of computational engineering.