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Deep Learning - A Modern Approach
Deep learning is a popular topic these days since it is a high-level machine learning approach that combines a class of learning algorithms with the application of multiple layers of nonlinear units. A subfield of machine learning, deep learning focuses on powerful algorithms inspired by the structure and function of the human brain called neural networks. A unified geometric analysis to understand the working mechanism of deep learning from high-dimensional geometry is offered. Then, different forms of generative models like GAN, VAE, normalizing flows, optimal transport, and so on are described from a unified geometric perspective, showing that they actually come from statistical distance-...
Proceedings of SECON 2020
This book gathers peer-reviewed contributions presented at the 1st International Conference on Structural Engineering and Construction Management (SECON’20), held in Angamaly, Kerala, India, on 14-15 May 2020. The meeting served as a fertile platform for discussion, sharing sound knowledge and introducing novel ideas on issues related to sustainable construction and design for the future. The respective contributions address various aspects of numerical modeling and simulation in structural engineering, structural dynamics and earthquake engineering, advanced analysis and design of foundations, BIM, building energy management, and technical project management. Accordingly, the book offers a valuable, up-to-date tool and essential overview of the subject for scientists and practitioners alike, and will inspire further investigations and research.
Advances in Computational and Bio-Engineering
This book gathers state-of-the-art research in computational engineering and bioengineering to facilitate knowledge exchange between various scientific communities. Computational engineering (CE) is a relatively new discipline that addresses the development and application of computational models and simulations often coupled with high-performance computing to solve complex physical problems arising in engineering analysis and design in the context of natural phenomena. Bioengineering (BE) is an important aspect of computational biology, which aims to develop and use efficient algorithms, data structures, and visualization and communication tools to model biological systems. Today, engineering approaches are essential for biologists, enabling them to analyse complex physiological processes, as well as for the pharmaceutical industry to support drug discovery and development programmes.
Kalyana Mitra: Volume 2
Volume II Early and Medieval Indian History: The volume contains 28 articles covering studies on Early, Early medieval, Medieval, late Medieval and Modern History contributed by eminent scholars. The topics covered include. Vedic studies, Gupta history, Hereditary grants, Warfare in Vijayanagara period, Irrigation during the medieval period and polity in late medieval periods. This Volume serves as a valuable source book for students, research scholars and teachers of historical studies for the people who want to know about the evolution of mankind in different perspectives. This volume also highlights the love and affection of Prof. P. Chenna Reddy enjoys in the intellectual world. The feli...
The Performance of Tribal Sarpanches in Andhra Pradesh
The local administration system in India has a vast history, extending from the ancient and medieval periods today. The local government system was, however, formally launched in 1882 by Lord Rippon, and is popularly known as Magna Carta. Article 40 of the Indian constitution states the directive principles of state policy and the importance of local government administration to the functioning of Indian democracy. The government of India has appointed several committees to focus on the functioning and restructuring of Panchayat Raj bodies, including the 73rd Constitutional Amendment Act and the Burya committee recommendations, which gave importance to political reservation for the Scheduled...
LIons 316H District Directory
Print Edition is released by District Governor Lion C Balaswamy in August. This digital edition is to save paper and save trees. It also enables portability
