Machine Learning For Semiconductor Materials
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Machine Learning For Semiconductor Materials
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Author : Neeraj Gupta
language : en
Publisher: CRC Press
Release Date : 2025-08-22
Machine Learning For Semiconductor Materials written by Neeraj Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-22 with Technology & Engineering categories.
Machine Learning for Semiconductor Materials studies recent techniques and methods of machine learning to mitigate the use of technology computer-aided design (TCAD). It provides various algorithms of machine learning, such as regression, decision tree, support vector machine, K-means clustering and so forth. This book also highlights semiconductor materials and their uses in multi-gate devices and the analog and radio-frequency (RF) behaviours of semiconductor devices with different materials. Features: Focuses on semiconductor materials and the use of machine learning to facilitate understanding and decision-making. Covers RF and noise analysis to formulate the frequency behaviour of semiconductor devices at high frequency. Explores pertinent biomolecule detection methods. Reviews recent methods in the field of machine learning for semiconductor materials with real-life applications. Examines the limitations of existing semiconductor materials and steps to overcome the limitations of existing TCAD software. This book is aimed at researchers and graduate students in semiconductor materials, machine learning and electrical engineering.
Machine Learning For Semiconductor Materials
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Author : Neeraj Gupta
language : en
Publisher: CRC Press
Release Date : 2025-08-22
Machine Learning For Semiconductor Materials written by Neeraj Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-22 with Technology & Engineering categories.
Machine Learning for Semiconductor Materials studies recent techniques and methods of machine learning to mitigate the use of Technology Computer Aided Design (TCAD). It provides the various algorithms of machine learning such as regression, decision tree, support vector machine and k-means clustering and so forth. This book also highlights semiconductor materials and their uses in multi-gate devices, analog and Radio Frequency (RF) behaviour of semiconductor devices with different materials. Features: Focuses on the semiconductor materials and the use of machine learning to facilitate understanding and decision-making. Covers RF and noise analysis to formulate the frequency behaviour of semiconductor device at high frequency. Explores pertinent biomolecule detection method. Reviews recent methods in the field of machine learning for semiconductor materials with real-life application. Examines limitations of existing semiconductor materials and steps to overcome the limitations of existing TCAD software. This book is aimed at researchers and graduate students in semiconductor materials, machine learning, and electrical engineering.
Agentic And Machine Learning Architectures In Semiconductors And Intelligent Wireless Telecommunication Systems
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Author : Goutham Kumar Sheelam
language : en
Publisher: CANEDA GLOBAL JOURNAL GROUP
Release Date :
Agentic And Machine Learning Architectures In Semiconductors And Intelligent Wireless Telecommunication Systems written by Goutham Kumar Sheelam and has been published by CANEDA GLOBAL JOURNAL GROUP this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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Field Effect Transistors
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Author : P. Suveetha Dhanaselvam
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-15
Field Effect Transistors written by P. Suveetha Dhanaselvam and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-15 with Technology & Engineering categories.
Field Effect Transistors is an essential read for anyone interested in the future of electronics, as it provides a comprehensive yet accessible exploration of innovative semiconductor devices and their applications, making it a perfect resource for both beginners and seasoned professionals in the field. Miniaturization has become the slogan of the electronics industry. Field Effect Transistors serves as a short encyclopedia for young minds looking for solutions in the miniaturization of semiconductor devices. It explores the characteristics, novel materials used, modifications in device structure, and advancements in model FET devices. Though many devices following Moore’s Law have been proposed and designed, a complete history of the existing and proposed semiconductor devices is not available. This book focuses on developments and research in emerging semiconductor FET devices and their applications, providing unique coverage of topics covering recent advancements and novel concepts in the field of miniaturized semiconductor devices. Field Effect Transistors is an easy-to-understand guide, making it excellent for those who are new to the subject, giving insight and analysis of recent developments and developed semiconductor device structures along with their applications.
Handbook Of Emerging Materials For Semiconductor Industry
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Author : Young Suh Song
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
Handbook Of Emerging Materials For Semiconductor Industry written by Young Suh Song and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Technology & Engineering categories.
The proposed book will be a “one-stop” place for all the young material researchers to understand the recent and reliable material making process, characterization, and reliability test tools. The proposed book is designed to provide basic knowledge to understand and analyse structure-property relationship for reliable emerging material systems for next generation of semiconductor technologies. The book is suggested to engineers and scientists across the world working on various new and novel materials for reliable semiconductor device applications. The book is expected to serve as a reference guide for young scientists and engineers in the field of material science and electronic engineers to acquire latest state-of-art experimental and computational tools to encourage their research activities. Since the scope of the book is generic, the book can be referred by all the students of science and engineering students to create a common awareness about the latest material systems and state-of-art characterization tools that have been broadly utilized to study the physical and chemical properties of different material systems. It introduces the readers to a wide variety of new emerging materials systems including their synthesis, fabrication, measurement, reliability test, modelling and simulations with in-depth analysis of selective applications. This book contains the state-of-art research updates in the various fields of semiconductor, artificial intelligence (AI), bio-sensor, biotechnology, with respect to reliable material research. Therefore, various students who are eager to get a job in semiconductor/AI/Autonomous car/biotechnology are strongly recommended to read this book and learn about related state-of-art knowledge.
Semiconductors And Superconductors
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Author : Ron Legarski
language : en
Publisher: SolveForce
Release Date : 2024-09-22
Semiconductors And Superconductors written by Ron Legarski and has been published by SolveForce this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-22 with Technology & Engineering categories.
"Semiconductors and Superconductors: From Invention to Innovation" is a comprehensive exploration of the fundamental technologies that power modern electronics, energy systems, and computing. Written by Ron Legarski, a leading expert in telecommunications and technology solutions, this book delves into the discovery, evolution, and future applications of semiconductors and superconductors—two cornerstones of modern science and engineering. The book is designed for a wide audience, from professionals in the tech industry and academic researchers to students and general readers interested in understanding the science and technology that drive today’s digital world. Semiconductors are the building blocks of every microchip, transistor, and integrated circuit—essential components in everything from smartphones to solar cells. Superconductors, on the other hand, have the potential to revolutionize fields like energy transmission, quantum computing, and medical imaging by enabling technologies that operate with zero electrical resistance. This book covers the key milestones in the development of semiconductors and superconductors, starting with the invention of the transistor and the discovery of superconductivity. It also dives into the applications of these technologies in industries such as telecommunications, computing, energy systems, and medical technology, demonstrating their far-reaching impact on society. Key topics include: The physics of semiconductors and superconductors, explained in accessible language. The history and evolution of transistors, integrated circuits, and quantum devices. How superconducting materials are used in applications ranging from MRI machines to high-speed trains. The role of semiconductors in smartphones, AI systems, and energy-efficient power grids. Future research directions, including the pursuit of room-temperature superconductors and wide-bandgap semiconductors like SiC and GaN. The convergence of AI, machine learning, and nanotechnology in designing next-generation semiconductor and superconductor devices. The book also provides a forward-looking perspective on how these technologies will shape the future, particularly in fields like quantum computing, artificial intelligence, and renewable energy systems. With chapters organized for easy navigation, technical glossaries, and suggested reading for further exploration, "Semiconductors and Superconductors: From Invention to Innovation" is an essential resource for anyone looking to understand the technological forces that are driving the world forward.
Advanced Materials And Their Electronic Devices For Future Semiconductor Technologies
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Author : Dr. M. Irshad Ahamed
language : en
Publisher: Chyren Publication
Release Date : 2025-03-12
Advanced Materials And Their Electronic Devices For Future Semiconductor Technologies written by Dr. M. Irshad Ahamed and has been published by Chyren Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-12 with Antiques & Collectibles categories.
Vlsi And Hardware Implementations Using Modern Machine Learning Methods
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Author : Sandeep Saini
language : en
Publisher: CRC Press
Release Date : 2021-12-30
Vlsi And Hardware Implementations Using Modern Machine Learning Methods written by Sandeep Saini and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-30 with Technology & Engineering categories.
Machine learning is a potential solution to resolve bottleneck issues in VLSI via optimizing tasks in the design process. This book aims to provide the latest machine-learning–based methods, algorithms, architectures, and frameworks designed for VLSI design. The focus is on digital, analog, and mixed-signal design techniques, device modeling, physical design, hardware implementation, testability, reconfigurable design, synthesis and verification, and related areas. Chapters include case studies as well as novel research ideas in the given field. Overall, the book provides practical implementations of VLSI design, IC design, and hardware realization using machine learning techniques. Features: Provides the details of state-of-the-art machine learning methods used in VLSI design Discusses hardware implementation and device modeling pertaining to machine learning algorithms Explores machine learning for various VLSI architectures and reconfigurable computing Illustrates the latest techniques for device size and feature optimization Highlights the latest case studies and reviews of the methods used for hardware implementation This book is aimed at researchers, professionals, and graduate students in VLSI, machine learning, electrical and electronic engineering, computer engineering, and hardware systems.
The Semiconductors The Power Of Harnessing Electrons
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-05-19
The Semiconductors The Power Of Harnessing Electrons written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-19 with Technology & Engineering categories.
Step into the fascinating world of semiconductors, the cornerstone of modern electronics, with this comprehensive guide. Discover the fundamental properties, behaviors, and applications of these remarkable materials that have revolutionized our technological landscape. Written in a clear and engaging style, this book provides a thorough introduction to semiconductor physics, exploring energy bands, charge carriers, drift and diffusion, and recombination and generation. It delves into the various types of semiconductor materials, including elemental, compound, organic, wide bandgap, and narrow bandgap semiconductors, explaining their properties and applications in detail. Moving beyond the basics, the book explores the diverse range of semiconductor devices that drive our technological advancements. From diodes and transistors to thyristors, integrated circuits, and optoelectronic devices, it unravels their principles of operation, characteristics, and practical applications. The book also offers a comprehensive overview of semiconductor fabrication processes, covering crystal growth, wafer processing, device fabrication, packaging, and testing. Furthermore, the book delves into the intricacies of the semiconductor industry, examining its history, current state, and future prospects. It sheds light on the challenges and opportunities shaping the industry, including the need for continued innovation, the increasing complexity of devices, and the geopolitical factors influencing the global supply chain. It also highlights the emerging areas of growth, such as artificial intelligence, machine learning, and renewable energy, where semiconductors play a pivotal role. Finally, the book emphasizes the importance of semiconductor education and research in driving technological progress. It discusses the various semiconductor education programs and resources available, as well as the exciting advancements being made in semiconductor research, including the development of novel materials, devices, and fabrication techniques. Whether you are a student, researcher, engineer, or simply someone curious about the world of semiconductors, this book offers an invaluable resource to deepen your understanding of these essential materials and their profound impact on our technological future. If you like this book, write a review on google books!
Semiconductor Nanoscale Devices Materials And Design Challenges
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Author : Ashish Raman, Prabhat Singh, Naveen Kumar, Ravi Ranjan
language : en
Publisher: Bentham Science Publishers
Release Date : 2025-03-14
Semiconductor Nanoscale Devices Materials And Design Challenges written by Ashish Raman, Prabhat Singh, Naveen Kumar, Ravi Ranjan and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-14 with Technology & Engineering categories.
Semiconductor Nanoscale Devices: Materials and Design Challenges provides a comprehensive exploration of nanoscale technologies and semiconductor device design, focusing on innovative materials and advanced applications. It bridges classical and quantum concepts, offering insights into foundational materials, device architectures, and future technologies like biosensors, 6G communication, and photovoltaics. The book is organized into three sections: foundational concepts, methodologies and advancements, and next-generation applications. It emphasizes practical design, analytical modeling, and optimization for real-world applications, making it a valuable resource for professionals and researchers. Key Features: - Comprehensive coverage of nanoscale semiconductor device design challenges and innovations. - Focus on advanced materials and methodologies for cutting-edge technologies. - Practical insights into measurement techniques and device optimization. - In-depth exploration of emerging applications like 6G, biosensors, and photovoltaics.