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Large-Scale Structure of the Universe
Line intensity mapping (LIM) is an observational technique that probes the large-scale structure of the Universe by collecting light from a wide field of the sky. This book demonstrates a novel analysis method for LIM using machine learning (ML) technologies. The author develops a conditional generative adversarial network that separates designated emission signals from sources at different epochs. It thus provides, for the first time, an efficient way to extract signals from LIM data with foreground noise. The method is complementary to conventional statistical methods such as cross-correlation analysis. When applied to three-dimensional LIM data with wavelength information, high reproducibility is achieved under realistic conditions. The book further investigates how the trained machine extracts the signals, and discusses the limitation of the ML methods. Lastly an application of the LIM data to a study of cosmic reionization is presented. This book benefits students and researchers who are interested in using machine learning to multi-dimensional data not only in astronomy but also in general applications.
Euclid Preparation
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Euclid
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The Cosmic Microwave Background
Graduate textbook examining the theory of the cosmic microwave background and its recent progress.
Electromagnetic Optics of Thin-Film Coatings
A theoretical, self-contained study of periodic multilayers and how they can be effectively exploited in both traditional and modern applications.
Advanced Ceramics for Photocatalytic Membranes
Membrane filtration is becoming the technology of choice in liquid separations around the world for applications including desalination, pretreatment, removal of suspended solids from water and wastewater, for membrane bioreactors as well as food and beverage processing. Advanced Ceramics for Photocatalytic Membranes: Synthesis, Characterization and Applications in Water and Wastewater Treatment reviews recent research on the application and use of advanced ceramic materials in photocatalytic membrane processes. Divided over five main sections, the first section discusses current developments in photocatalytic membrane processes. The second and third sections focus on synthesis and fabricati...
The Cosmopolitanization of Science
Focussing on China's stem cell research, this book investigates how, over the last decade, Chinese scientists, ethicists and policy-makers have developed a cosmopolitan sensibility in comprehending and responding to ethical and regulatory concerns.
Proceedings of the Second International Conference on Computer and Communication Technologies
The book is about all aspects of computing, communication, general sciences and educational research covered at the Second International Conference on Computer & Communication Technologies held during 24-26 July 2015 at Hyderabad. It hosted by CMR Technical Campus in association with Division – V (Education & Research) CSI, India. After a rigorous review only quality papers are selected and included in this book. The entire book is divided into three volumes. Three volumes cover a variety of topics which include medical imaging, networks, data mining, intelligent computing, software design, image processing, mobile computing, digital signals and speech processing, video surveillance and processing, web mining, wireless sensor networks, circuit analysis, fuzzy systems, antenna and communication systems, biomedical signal processing and applications, cloud computing, embedded systems applications and cyber security and digital forensic. The readers of these volumes will be highly benefited from the technical contents of the topics.
