Explains the influence of InAs material in the performance of HEMTs and MOS-HEMTs Covers novel indium arsenide architectures for achieving terahertz frequencies Discusses impact of device parameters on frequency response Illustrates noise characterization of optimized indium arsenide HEMTs Introduces terahertz electronics including sources for terahertz applications

Covers manufacturing process of nanocomposites Includes conventional and non-conventional machining process and relevant applications Addresses effect of different nano-reinforcements on machinability Discusses usage of design of experiments and optimization technique to improve the machinability of nanocomposites Reviews challenges in machining of nanocomposites and their remedies

Explains the influence of InAs material in the performance of HEMTs and MOS-HEMTs Covers novel indium arsenide architectures for achieving terahertz frequencies Discusses impact of device parameters on frequency response Illustrates noise characterization of optimized indium arsenide HEMTs Introduces terahertz electronics including sources for terahertz applications

The book aims at informing and educating the public at large about the intricacies of the Negotiation Dynamics at the WTO. It traces the period from the launch of the Uruguay Round in 1986 to its conclusion at Marrakesh in 1994 and the subsequent entry into force of the WTO on 1 January 1995. The book shows how WTO Ministerial Conference in Seattle was doomed to fail and its failure led to "trust deficit" between the developed countries on the one hand and certain key developing and least-developed countries on the other. Thus tracing the WTO saga that began in the wake of the failure at Seattle and the difficult path that led to the launch of a new Round at Doha in November 2001. The book throws light on India's domestic decision-making structure as well as some of the factors driving India's negotiating stance at the WTO. It also describes the current impasse at the WTO and offers some ideas to revive an institution that is so crucial for the smooth functioning of the multilateral trading system.

Tree based production systems abound especially in the tropics. Despite the pervasiveness of such multipurpose trees-outside-forest resources, they have not attracted adequate attention in the development paradigms of many nation states. These multispecies production systems impact the ecosystem processes favourably. Yet, our understanding of the diversity attributes and carbon dynamics under agroforestry is not adequate. This book focuses on the role of multispecies production systems involving tree and crop species as a means for carbon sequestration and thereby reduce atmospheric carbon dioxide levels. Sixteen chapters organized into three broad sections titled: Measurement and Estimation, Agrobiodiversity and Tree Management, and Policy and Socioeconomic Aspects represent a cross section of the opportunities and challenges in current research and emerging issues in harnessing carbon sequestration potential of agroforestry systems. "

Tree based production systems abound especially in the tropics. Despite the pervasiveness of such multipurpose trees-outside-forest resources, they have not attracted adequate attention in the development paradigms of many nation states. These multispecies production systems impact the ecosystem processes favourably. Yet, our understanding of the diversity attributes and carbon dynamics under agroforestry is not adequate. This book focuses on the role of multispecies production systems involving tree and crop species as a means for carbon sequestration and thereby reduce atmospheric carbon dioxide levels. Sixteen chapters organized into three broad sections titled: Measurement and Estimation, Agrobiodiversity and Tree Management, and Policy and Socioeconomic Aspects represent a cross section of the opportunities and challenges in current research and emerging issues in harnessing carbon sequestration potential of agroforestry systems. "

The book aims at informing and educating the public at large about the intricacies of the Negotiation Dynamics at the WTO. It traces the period from the launch of the Uruguay Round in 1986 to its conclusion at Marrakesh in 1994 and the subsequent entry into force of the WTO on 1 January 1995. The book shows how WTO Ministerial Conference in Seattle was doomed to fail and its failure led to "trust deficit" between the developed countries on the one hand and certain key developing and least-developed countries on the other. Thus tracing the WTO saga that began in the wake of the failure at Seattle and the difficult path that led to the launch of a new Round at Doha in November 2001. The book throws light on India's domestic decision-making structure as well as some of the factors driving India's negotiating stance at the WTO. It also describes the current impasse at the WTO and offers some ideas to revive an institution that is so crucial for the smooth functioning of the multilateral trading system.

How can non-windy places make use of wind power for electricity generation? Advanced Wind Turbines provides detailed information that is of great practical importance to wind turbine practitioners from small and congested city-states, where the lack of vast land and high wind speed render the conventional wind turbine less effective. It introduces the non-conventional Darrieus and Savonius wind turbines, as well as their hybrid version, covering basic concepts, computational modelling and recent advances in experimental optimization.What about those who prefer wind turbines in faraway oceans to take advantage of high wind speed, or who come from countries with a lack of shallow seabed? Floating offshore wind turbines are also discussed, and the dynamics of floating vis-à-vis grounded wind turbines are thoroughly expounded upon to aid practitioners in achieving more accurate performance modelling. This is a work of paramount usefulness for areas which have long wanted to jump on the renewable energy bandwagon, but have thus far been hampered by their natural geographical limitations.

Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret text Key Features Understand how to implement deep learning with TensorFlow and Keras Learn the fundamentals of computer vision and image recognition Study the architecture of different neural networks Book Description Are you fascinated by how deep learning powers intelligent applications such as self-driving cars, virtual assistants, facial recognition devices, and chatbots to process data and solve complex problems? Whether you are familiar with machine learning or are new to this domain, The Deep Learning Workshop will make it easy for you to understand deep learning with the help of interesting examples and exercises throughout. The book starts by highlighting the relationship between deep learning, machine learning, and artificial intelligence and helps you get comfortable with the TensorFlow 2.0 programming structure using hands-on exercises. You'll understand neural networks, the structure of a perceptron, and how to use TensorFlow to create and train models. The book will then let you explore the fundamentals of computer vision by performing image recognition exercises with convolutional neural networks (CNNs) using Keras. As you advance, you'll be able to make your model more powerful by implementing text embedding and sequencing the data using popular deep learning solutions. Finally, you'll get to grips with bidirectional recurrent neural networks (RNNs) and build generative adversarial networks (GANs) for image synthesis. By the end of this deep learning book, you'll have learned the skills essential for building deep learning models with TensorFlow and Keras. What you will learn Understand how deep learning, machine learning, and artificial intelligence are different Develop multilayer deep neural networks with TensorFlow Implement deep neural networks for multiclass classification using Keras Train CNN models for image recognition Handle sequence data and use it in conjunction with RNNs Build a GAN to generate high-quality synthesized images Who this book is for If you are interested in machine learning and want to create and train deep learning models using TensorFlow and Keras, this workshop is for you. A solid understanding of Python and its packages, along with basic machine learning concepts, will help you to learn the topics quickly.