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Spherical NeurO(n)s for Geometric Deep Learning
Felix Klein’s Erlangen Programme of 1872 introduced a methodology to unify non-Euclidean geometries. Similarly, geometric deep learning (GDL) constitutes a unifying framework for various neural network architectures. GDL is built from the first principles of geometry—symmetry and scale separation—and enables tractable learning in high dimensions. Symmetries play a vital role in preserving structural information of geometric data and allow models (i.e., neural networks) to adjust to different geometric transformations. In this context, spheres exhibit a maximal set of symmetries compared to other geometric entities in Euclidean space. The orthogonal group O(n) fully encapsulates the sym...
Application of Image Processing and Knowledge Reasoning in the Construction of New Power System
The power system is undergoing changes in terms of grid formation, technology foundation, and operational characteristics, which are placing higher requirements on the perception and cognitive capabilities of the current system. This necessitates the urgent promotion of new power systems construction, incorporating digital and intelligent technologies to serve the energy transformation. AI plays a crucial role as one of the key driving technologies for the digital transformation of energy. It encompasses an "exclusive AI" formed by the fusion of relevant theories, technologies, and methods of AI with the physical laws, technologies, and knowledge of power systems. From the perspective of per...
Electrochemical Devices for Energy Storage Applications
This book explores a wide range of energy storage devices, such as a lithium ion battery, sodium ion battery, magnesium ion battery and supercapacitors. Providing a comprehensive review of the current field, it also discusses the history of these technologies and introduces next-generation rechargeable batteries and supercapacitors. This book will serve as a valuable reference for researchers working with energy storage technologies across the fields of physics, chemistry, and engineering. Features: • Edited by established authorities in the field, with chapter contributions from subject area specialists • Provides a comprehensive review of field • Up to date with the latest developments and research
Healthcare Quality and HIT - International Standards, China Practices
How Chinese hospitals have been growing and adopting international standards such as JCI and HIMSS EMRAM to fuel their advancements is not well-known to the western world. In this book, Jilan Liu, as former Principal Consultant of JCI and current Chief Executive Officer for HIMSS Greater China, presents a selection of case examples written by Chinese hospital executives and staff showcasing first-hand experiences and insights into how the leading healthcare organizations grow and continue their success in China. The case examples include Chinese hospitals who have participated in JCI accreditation and/or HIMSS EMRAM. These hospitals represent the new wave of organizations adopting international standards while accommodating the unique conditions of China.
Conflicting Counsels to Confuse the Age
Conflicting Counsels to Confuse the Age translates and analyzes thirty-eight memorials to the throne and other Qing documents dealing with important issues of Chinese political economy, providing thoughtful and provocative commentary. Subjects covered by the texts include water control, mining, grain trade, pawnshops, brewing, and commercial shipping. The documents also contain detailed discussions of how the state should control wealth, self-interest, profit, hoarding, and the market. In translating these primary sources, Helen Dunstan invites fellow specialists in Chinese studies, including Qing historians, to watch Qing officials and others thinking through problems of political economy a...
Frontiers in Pen and Touch
This inspirational book contains evidence-based research presented by educational scientists, for the advancement of stylus-based technology and its applications for college and K-12 classrooms. Writing and sketching are an important part of teaching and learning, and digital ink technologies enable us to perform these activities in a digital world. Frontiers in Pen and Touch aims to highlight software and hardware practices and innovations, to encourage transformational use of pen and touch in the classroom. The content of the book is derived from the 2016 Conference on Pen and Touch Technology on Education (CPTTE). Chapters written by academic practitioners provide stories of success for ink, including multimedia content creation and increasing student engagement. Industry and academic researchers share their findings and present intelligent systems that enable pen and touch systems to teach and motivate students. This book is a must-read for anyone wanting to harness and integrate pen and touch for improving today’s student experiences.
Advances in Guidance, Navigation and Control
This book features the latest theoretical results and techniques in the field of guidance, navigation, and control (GNC) of vehicles and aircrafts. It covers a wide range of topics, including but not limited to, intelligent computing communication and control; new methods of navigation, estimation, and tracking; control of multiple moving objects; manned and autonomous unmanned systems; guidance, navigation, and control of miniature aircraft; and sensor systems for guidance, navigation and control, etc. Presenting recent advances in the form of illustrations, tables, and text, it also provides detailed information of a number of the studies, to offer readers insights for their own research. In addition, the book addresses fundamental concepts and studies in the development of GNC, making it a valuable resource for both beginners and researchers wanting to further their understanding of guidance, navigation, and control.
The Monk and the Demon
Published to provide an insight into transformations that have
