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Jie Gou Ju Zhen Fa
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Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications
Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in various real-world applications such as computer vision, image processing, and pattern recognition. The deep learning approach has opened new opportunities that can make such real-life applications and tasks easier and more efficient. Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications is a vital reference source that trends in data analytics a...
The Lius of Shanghai
From the Sino-Japanese War to the Communist Revolution, the onrushing narrative of modern China can drown out the stories of the people who lived it. Yet a remarkable cache of letters from one of China’s most prominent and influential families, the Lius of Shanghai, sheds new light on this tumultuous era. Sherman Cochran and Andrew Hsieh take us inside the Lius’ world to explore how the family laid the foundation for a business dynasty before the war and then confronted the challenges of war, civil unrest, and social upheaval. Cochran and Hsieh gained access to a rare collection containing a lifetime of letters exchanged by the patriarch, Liu Hongsheng, his wife, Ye Suzhen, and their twe...
Carbohydrates in Drug Design and Discovery
In recent years there has been increasing evidence of the importance of carbohydrates and glycoconjugates in biomedical applications, and the use of synthetic ligands based on carbohydrates as drugs has received much attention. Focussing on drug discovery from key targets and placing an emphasis on the multi-disciplinary approaches necessary to challenge these issues, this book comprehensively covers the new and recent discoveries in the area of carbohydrate drug discovery. Carbohydrates in Drug Design and Discovery is split into five sections, beginning with a introduction and perspective on the current market. The book then goes on to discuss new synthetic methods in glycobiology, the use of glycobiology in chemical biology and glycobiology in drug discovery. Providing a worldwide perspective on this broad area, and providing examples of therapeutics already developed using these methods, this book provides a comprehensive introduction, discussion and update on this fast developing field for medicinal chemists and biochemists working in industry and academia.
Deep Learning for Marine Science
Deep learning (DL), mainly composed of deep and complex neural networks such as recurrent network and convolutional network, is an emerging research branch in the field of artificial intelligence and machine learning. DL revolution has a far-reaching impact on all scientific disciplines and every corner of our lives. With continuing technological advances, marine science is entering into the big data era with the exponential growth of information. DL is an effective means of harnessing the power of big data. Combined with unprecedented data from cameras, acoustic recorders, satellite remote sensing, and large model outputs, DL enables scientists to solve complex problems in biology, ecosyste...
Nanostructured Materials for Supercapacitors
This book covers nanostructure materials for application as supercapacitors. It highlights the properties that make them ideal for energy storage applications. It reports approaches on their electronic, electrical, thermal properties to increase their specific surfaces in order to improve their electrical storage capacities. This book consolidates information on synthesis, characterization and application for supercapacitors with detailed characterization, mechanistic approaches and theoretical consideration. The progress in experimental and theoretical studies on various properties of nanomaterials and its polymer and other composites are described in detail.
Progress in Heterocyclic Chemistry
Progress in Heterocyclic Chemistry: Volume 34, the latest in this annual review series commissioned by the International Society of Heterocyclic Chemistry (ISHC), contains both highlights of the previous year's literature on heterocyclic chemistry and articles on new developing topics of particular interest to heterocyclic chemists. Highlight chapters in Volume 34 are all written by leading researchers in their field, thus constituting a systematic survey of the important original material reported in the literature of heterocyclic chemistry in 2021. As with previous volumes in the series, Volume 34 will enable academic and industrial chemists and advanced students to keep abreast of developments in heterocyclic chemistry in a convenient way. - Recognized as the premiere review of heterocyclic chemistry - Includes contributions from leading researchers in the field - Provides a systematic survey of the important 2021 heterocyclic chemistry literature - Presents articles on new and developing topics of interest to heterocyclic chemist
The Role of Green Chemistry in Biomass Processing and Conversion
Sets the stage for the development of sustainable, environmentally friendly fuels, chemicals, and materials Taking millions of years to form, fossil fuels are nonrenewable resources; it is estimated that they will be depleted by the end of this century. Moreover, the production and use of fossil fuels have resulted in considerable environmental harm. The generation of environmentally friendly energy from renewable sources such as biomass is therefore essential. This book focuses on the integration of green chemistry concepts into biomass processes and conversion in order to take full advantage of the potential of biomass to replace nonsustainable resources and meet global needs for fuel as w...
