This edition continues to refine a smaller, easier to read, and useful version of this classic textbook. While competing textbooks continue to grow, the book presents a slimmer, more practical option to align with the expectations of todays students...Daugiau...
This book presents machine learning applications in the field of engineering with a focus on deep learning-based machine learning approaches. It examines the relationship between three different multidisciplinary engineering branches: Biomedical Eng...Daugiau...
The reference book explores the integration of cognitive computing technologies in the automotive industry to enhance smart transportation systems. It focuses on how AI, machine learning, and data analytics can improve vehicle automation, safety, an...Daugiau...
The text presents various design and modelling solutions for effective decision-making that are grounded on the basics of data analytics. It also discusses topics such as sustainable design and data-driven design synthesis, product analytics and its...Daugiau...
This book shows how AI tools and techniques, such as artificial neural networks, machine learning algorithms, genetic algorithms, etc., provide practical benefits specific to thermal sciences. It presents case studies involving heat and mass transfe...Daugiau...
Numerical Methods for Engineering and Data Science guides students in implementing numerical methods in engineering and in assessing their limitations and accuracy, particularly using algorithms from the field of machine learning....Daugiau...
This book explores the integration of AI in environmental engineering, emphasizing the unique challenges and approaches required for accurate modeling of physical phenomena....Daugiau...
Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life, yet software engineering has played a remarkably small role compared to other disciplines. This book addresses such a dispa...Daugiau...
This book provides a practical guide to environmental engineering, covering a wide range of computational tools, modeling approaches, and data analysis methods. It explores computational modeling techniques, including mathematical models, numerical...Daugiau...
Introduction to Software for Chemical Engineers, Third Edition is a quick guide to using various computer packages for Chemical Engineering applications. It covers a range of software applications, general mathematical packages, process simulators,...Daugiau...
With the recent advancements in machine learning (ML) and deep learning (DL), ML/DL techniques are being widely used in biomedical engineering to develop intelligent decision-making healthcare systems in real-time. Various optimization techniques ha...Daugiau...
Artificial Intelligence Assisted Structural Optimization explores the use of machine learning and correlation analysis within the forward design and inverse design frameworks to design and optimize lightweight load bearing structures as well as mech...Daugiau...
The reference text will enable the readers to design, optimize, and control complex systems with greater precision and efficiency. It further provides practical insights and presents case studies for readers interested in exploring the intersections...Daugiau...
This book explains machine learning and its implementation in the chemical and process industries. It explores the evolution of traditional plant operation into an integrated and smart operational environment and provides readers with the basis for...Daugiau...
This uses MATLAB® for data analysis and statistics, offering a broad review of computational data analysis, in particular algebra, trigonometry, regression modeling, correlation, and graphical representation of results, covering both basic and more...Daugiau...
Model-Based Enterprise describes Model-Based Enterprise (MBE) and Model-Based Definition (MBD) in detail, focusing on how to obtain significant business value from MBE....Daugiau...
The book presents the latest developments in intelligent communication networks based on applicability from various domains of artificial intelligence and machine learning including channel modeling, model-based structure, channel prediction, and si...Daugiau...
Intelligent Manufacturing and Industry 4.0: Impact, Trends, and Opportunities focuses on Intelligent manufacturing and the design of smart devices and products that meets the demand of Industry 4.0, manufacturing and cyber-physical systems, along wi...Daugiau...
This presents a comprehensive review of the applications in time, frequency, and time-frequency domains of signal processing techniques for damage perception, localization, and quantification in various structural systems. It covers a range of exper...Daugiau...
5G technologies are enabling AI-based applications over the global network. This book provides a unified framework for the deep convergence of computing and communications, where the network and application/service can be jointly optimized as a sing...Daugiau...
