This book introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations. The objective of this book is to provide the reader with a sound understanding of the foundations of neural networks and a comprehensive introduction to neural network methods for solving differential equations together with recent developments in the techniques and their applications. The book comprises four major sections. Section I consists of a brief overview of differential equations and the relevant physical problems arising in science and engineering. Section II illustrates the history of neural networks starting from their beginnings in the 1940s through to the renewed interest of the 1980s. A general introduction to neural networks and learning technologies is presented in Section III. This section also includes the description of the multilayer perceptron and its learning methods. In Section IV, the different neural network methods for solving differential equations are introduced, including discussion of the most recent developments in the field. Advanced students and researchers in mathematics, computer science and various disciplines in science and engineering will find this book a valuable reference source.
This book introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations. The objective of this book is to provide the reader with a sound understanding of the foundations of neural networks and a comprehensive introduction to neural network methods for solving differential equations together with recent developments in the techniques and their applications. The book comprises four major sections. Section I consists of a brief overview of differential equations and the relevant physical problems arising in science and engineering. Section II illustrates the history of neural networks starting from their beginnings in the 1940s through to the renewed interest of the 1980s. A general introduction to neural networks and learning technologies is presented in Section III. This section also includes the description of the multilayer perceptron and its learning methods. In Section IV, the different neural network methods for solving differential equations are introduced, including discussion of the most recent developments in the field. Advanced students and researchers in mathematics, computer science and various disciplines in science and engineering will find this book a valuable reference source.
About the book Law relating to Wills has evoked curiosity amongst Judges, lawyers and law students alike. This book offers exhaustive commentary on principles governing this law and illustrates them with contemporary case laws. The book does not contain many judicial authorities of colonial period which have lost relevance in current times, but it does examine the relevant pronouncements. The book discusses concepts which are fundamental to exercise of testamentary jurisdiction, in detail which often engages courts. Four chapters elaborate on law relating to execution and proof of Will. Three chapters are devoted to discussing law relating to grant of probate and letters of administration. Concept of revocation of Will and revocation of probate and letters of administration has been discussed in one chapter each. Other aspects of law, which do not much invite much attention of courts like construction of Will, jurisdiction of court, powers and duties of executors and administrators, void bequest, vesting of legacy, contingent bequest, conditional bequest etc. have also received their due share in the book. Authors have discussed novel concepts like 'Living Will' in this book.
A book on Recent Developments in Civil engineering would likely focus on the latest advancements and innovations in the field of Civil Engineering. The book would cover a wide range of topics related to Civil engineering, such as sustainable infrastructure design, construction materials and construction techniques, transportation systems and infrastructure, geotechnical engineering, water resources and management, environmental engineering and sustainability of structures and its design.
This second edition brings postgraduates and paediatricians fully up to date with the latest knowledge and developments in paediatric haematology. Beginning with an introduction to interpreting the complete blood count, the following chapters examine in detail different conditions such as anaemia, white blood cell disorders, von Willebrand’s disease, stroke and myelodysplastic syndrome. The final sections discuss therapies including hemato-oncology, hematopoietic stem cell transplantation, vascular access and specialised techniques for drug delivery, as well as psychological support of chronic blood disorders. With emphasis put on the development of new diagnostic tests for these disorders, this comprehensive guide includes almost 200 images and illustrations to assist understanding. Key Features New edition brings postgraduates up to date with latest developments in paediatric haematology Discusses in detail numerous conditions and disorders Nearly 200 images and illustrations Author trained in paediatric haematology-oncology at the Royal Marsden Hospital, Surrey and University College Hospital, London, UK First edition published 2006
This book is a comprehensive guide to the diagnosis and treatment of blood and immunological disorders and cancer in foetuses and newborns. Divided into eight sections, the text begins with detailed discussion on foetal haematology, antenatal diagnosis of disorders, red blood cell disorders and anaemia in the newborn, and coagulation and platelet conditions. The following chapters cover foetal and neonatal malignancies and blood transfusion, followed by a final section on immunological disorders. Each topic explains new advances, all current treatment protocols, new drugs, and management approaches. Chapters are further enhanced by clinical images and tables. Key points Comprehensive guide to diagnosis and treatment of blood and immunological disorders and cancer in foetuses and newborns Presented in an easy to follow format, explaining new advances, treatment protocols, new drugs, and management approaches Includes discussion on neonatal malignancies and blood transfusion Highly illustrated with clinical images and tables
Rapid advancements in the application of soft computing tools and techniques have proven valuable in the development of highly scalable systems and resulted in brilliant applications, including those in biometric identification, interactive voice response systems, and data mining. Although many resources on the subject adequately cover the theoreti
“Impact of COVID-19 Pandemic: A Global Perspective”Sub-Topics may be as follows- Role of Science and Technology in COVID-19 combat Environment, Sustainable Development and COVID – 19 Impact of COVID-19 on Globalization Socio-economic impact of COVID-19 Rresponse of Indian Culture and Tradition on COVID-19 Food security and COVID-19 Impact of COVID-19 on International Politics, Trade and Commerce Role of Ayurveda and Yoga in developing immunological response against COVID-19 Transformation of Education System during and beyond COVID-19 Innovative use of Information and Communication Technology during COVID-19 Mental and Psychological consequences of COVID-19 Impact of COVID-19 on Healthcare, Police and Media workers # Any other sub-topic related to COVID-19.
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