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In this book top experts treat general thermodynamic aspects of crystal fabrication; numerical simulation of industrial growth processes; commercial production of bulk silicon, compound semiconductors, scintillation and oxide crystals; X-ray characterization; and crystal machining. Also, the role of crystal technology for renewable energy and for saving energy is discussed. It will be useful for scientists and engineers involved in crystal and epilayer fabrication as well as for teachers and graduate students in material science, chemical and metallurgical engineering, and micro- and optoelectronics, including nanotechnology.
This book, set against the backdrop of huge advancements in artificial intelligence and machine learning within mechatronic systems, serves as a comprehensive guide to navigating the intricacies of mechatronics and harnessing its transformative potential. Mechatronics has been a revolutionary force in engineering and medical robotics over the past decade. It will lead to a major industrial revolution and affect research in every field of engineering. This book covers the basics of mechatronics, computational intelligence approaches, simulation and modeling concepts, architectures, nanotechnology, real-time monitoring and control, different actuators, and sensors. The book explains clearly an...
The origins of retail are old as trade itself. Barter was the oldest form of trade. For centuries, most merchandise was sold in market place or by peddlers. Medieval markets were dependent on local sources for supplies of perishable food because Journey was far too slow to allow for long distance transportation. However, customer did travel considerable distance for specialty items. The peddler, who provided people with the basic goods and necessities that they could not be self sufficient in, followed one of the earliest forms of retail trade. Even in prehistoric time, the peddler traveled long distances to bring products to locations which were in short supply. “They could be termed as e...
This book includes research papers presented at the International Conference on Data Science and Network Engineering (ICDSNE 2023) organized by the Department of Computer Science and Engineering, National Institute of Technology Agartala, Tripura, India, during July 21–22, 2023. It includes research works from researchers, academicians, business executives, and industry professionals for solving real-life problems by using the advancements and applications of data science and network engineering. This book covers many advanced topics, such as artificial intelligence (AI), machine learning (ML), deep learning (DL), computer networks, blockchain, security and privacy, Internet of things (IoT), cloud computing, big data, supply chain management, and many more. Different sections of this book are highly beneficial for the researchers, who are working in the field of data science and network engineering.
Outcome-Based Education (OBE) is a vibrant model and considered as a giant leap forward to improve higher education and assists all graduates contend with their global counterparts. It is a student-centered tutoring conception that focuses on measuring student performance through outcomes. The Higher Education Institutions (HEIs) should frame appropriate course outcome, program outcome and these outcomes should correlate with institutional objectives. But the actual success lies in the effective implementation and rigid accreditation process to ensure the quality of education. Hence, it is imperative to analyze the strength, weakness of the model and practical difficulties in case of implementation. This study reveals basic concepts, Implementation Strategies and OBE practices and standards. The OBE-Steering Committee in each HEI offers ideas to frame Newfangled Curriculum with finest outcome and effective teaching methods with ICT tools and evaluation pattern based on blooms taxonomy.
This book serves as a comprehensive guide to understanding the complex relationship between digital twins and cybersecurity, providing practical strategies for safeguarding connected systems. This book explores the convergence of digital twins and cybersecurity, offering insights, strategies, and best practices for safeguarding connected systems. It examines the definition, evolution, types, and applications of digital twins across industries like manufacturing, healthcare, and transportation. Highlighting growing digital threats, it underscores the need for robust cybersecurity measures to protect the integrity and confidentiality of digital twin ecosystems. The book analyzes key components...
Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.
Uncertainty is a circumstance in one’s life. Individual differ in their approach to handle uncertainty. Intolerance to uncertainty is influenced by various factors, such as personality, cognitive aspects and uncertainty, neuro biological aspects of uncertainty. When one understands how intolerance to uncertainty is developed and makes individual vulnerable. We can strength the psychological mind set to face uncertainty.
PHOTOREACTORS IN ADVANCED OXIDATION PROCESSES Unique book covering topics related to the evolving photoreactors concepts, design, and application as well as green synthesis of heterogenous photocatalysts which are the key aspects to facilitate the escalation of bench scale works toward industrial/commercial applications. In this book, the editors present the most up-to-date research on Advanced Oxidation Processes (AOPs) to make the argument that AOPs offer an eco-friendly method of wastewater treatment. In addition to an overview of the fundamentals and applications, it provides ample details of the reactive species involved in AOPs as well as reactor design concepts, thus providing readers...