Machine Learning for Advanced Functional Materials

Machine Learning for Advanced Functional Materials PDF Author: Nirav Joshi
Publisher: Springer Nature
ISBN: 9819903939
Category : Science
Languages : en
Pages : 306

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Book Description
This book presents recent advancements of machine learning methods and their applications in material science and nanotechnologies. It provides an introduction to the field and for those who wish to explore machine learning in modeling as well as conduct data analyses of material characteristics. The book discusses ways to enhance the material’s electrical and mechanical properties based on available regression methods for supervised learning and optimization of material attributes. In summary, the growing interest among academics and professionals in the field of machine learning methods in functional nanomaterials such as sensors, solar cells, and photocatalysis is the driving force for behind this book. This is a comprehensive scientific reference book on machine learning for advanced functional materials and provides an in-depth examination of recent achievements in material science by focusing on topical issues using machine learning methods.

Machine Learning for Advanced Functional Materials

Machine Learning for Advanced Functional Materials PDF Author: Nirav Joshi
Publisher: Springer Nature
ISBN: 9819903939
Category : Science
Languages : en
Pages : 306

Get Book Here

Book Description
This book presents recent advancements of machine learning methods and their applications in material science and nanotechnologies. It provides an introduction to the field and for those who wish to explore machine learning in modeling as well as conduct data analyses of material characteristics. The book discusses ways to enhance the material’s electrical and mechanical properties based on available regression methods for supervised learning and optimization of material attributes. In summary, the growing interest among academics and professionals in the field of machine learning methods in functional nanomaterials such as sensors, solar cells, and photocatalysis is the driving force for behind this book. This is a comprehensive scientific reference book on machine learning for advanced functional materials and provides an in-depth examination of recent achievements in material science by focusing on topical issues using machine learning methods.

Sports Performance Measurement and Analytics

Sports Performance Measurement and Analytics PDF Author: Lorena Martin
Publisher: FT Press
ISBN: 0134193881
Category : Business & Economics
Languages : en
Pages : 561

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Book Description
A PRACTICAL, REAL-WORLD GUIDE TO ANALYTICS FOR THE 5 MAJOR SPORTS: FOOTBALL, BASKETBALL, BASEBALL, SOCCER, AND TENNIS GAIN A COMPETITIVE EDGE! This is the first real-world guide to building and using analytical models for measuring and assessing performance in the five major sports: football, basketball, baseball, soccer, and tennis. Unlike books that focus strictly on theory, this book brings together sports measurement and statistical analyses, demonstrating how to examine differences across sports as well as between player positions. This book will provide you with the tools for cutting-edge approaches you can extend to the sport of your choice. Expert Northwestern University data scientist, UC San Diego researcher, and competitive athlete, Lorena Martin shows how to use measures and apply statistical models to evaluate players, reduce injuries, and improve sports performance. You’ll learn how to leverage a deep understanding of each sport’s principles, rules, attributes, measures, and performance outcomes. Sports Performance Measurement and Analytics will be an indispensable resource for anyone who wants to bring analytical rigor to athletic competition: students, professors, analysts, fans, physiologists, coaches, managers, and sports executives alike. All data sets, extensive code, and additional examples are available for download at http://www.ftpress.com/martin/ What are the qualities a person must have to become a world-class athlete? This question and many more can be answered through research, measurement, statistics, and analytics. This book gives athletes, trainers, coaches, and managers a better understanding of measurement and analytics as they relate to sports performance. To develop accurate measures, we need to know what we want to measure and why. There is great power in accurate measures and statistics. Research findings can show us how to prevent injuries, evaluate strengths and weaknesses, improve team cohesion, and optimize sports performance. This book serves many readers. People involved with sports will gain an appreciation for performance measures and analytics. People involved with analytics will gain new insights into quantified values representing physical, physiological, and psychological components of sports performance. And students eager to learn about sports analytics will have a practical introduction to the field. This is a thorough introduction to performance measurement and analytics for five of the world’s leading sports. The only book of its kind, it offers a complete overview of the most important concepts, rules, measurements, and statistics for each sport, while demonstrating applications of real-world analytics. You’ll find practical, state-of-the-art guidance on predicting future outcomes, evaluating an athlete’s market value, and more.

Sensor Technologies

Sensor Technologies PDF Author: Michael J. McGrath
Publisher: Apress
ISBN: 1430260149
Category : Computers
Languages : en
Pages : 321

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Book Description
Sensor Technologies: Healthcare, Wellness and Environmental Applications explores the key aspects of sensor technologies, covering wired, wireless, and discrete sensors for the specific application domains of healthcare, wellness and environmental sensing. It discusses the social, regulatory, and design considerations specific to these domains. The book provides an application-based approach using real-world examples to illustrate the application of sensor technologies in a practical and experiential manner. The book guides the reader from the formulation of the research question, through the design and validation process, to the deployment and management phase of sensor applications. The processes and examples used in the book are primarily based on research carried out by Intel or joint academic research programs. “Sensor Technologies: Healthcare, Wellness and Environmental Applications provides an extensive overview of sensing technologies and their applications in healthcare, wellness, and environmental monitoring. From sensor hardware to system applications and case studies, this book gives readers an in-depth understanding of the technologies and how they can be applied. I would highly recommend it to students or researchers who are interested in wireless sensing technologies and the associated applications.” Dr. Benny Lo Lecturer, The Hamlyn Centre, Imperial College of London “This timely addition to the literature on sensors covers the broad complexity of sensing, sensor types, and the vast range of existing and emerging applications in a very clearly written and accessible manner. It is particularly good at capturing the exciting possibilities that will occur as sensor networks merge with cloud-based ‘big data’ analytics to provide a host of new applications that will impact directly on the individual in ways we cannot fully predict at present. It really brings this home through the use of carefully chosen case studies that bring the overwhelming concept of 'big data' down to the personal level of individual life and health.” Dermot Diamond Director, National Centre for Sensor Research, Principal Investigator, CLARITY Centre for Sensor Web Technologies, Dublin City University "Sensor Technologies: Healthcare, Wellness and Environmental Applications takes the reader on an end-to-end journey of sensor technologies, covering the fundamentals from an engineering perspective, introducing how the data gleaned can be both processed and visualized, in addition to offering exemplar case studies in a number of application domains. It is a must-read for those studying any undergraduate course that involves sensor technologies. It also provides a thorough foundation for those involved in the research and development of applied sensor systems. I highly recommend it to any engineer who wishes to broaden their knowledge in this area!" Chris Nugent Professor of Biomedical Engineering, University of Ulster

Protein Turnover

Protein Turnover PDF Author: J. C. Waterlow
Publisher: CABI
ISBN: 1845930843
Category : Science
Languages : en
Pages : 315

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Book Description
This book is concerned with protein metabolism at the physiological, not the molecular level and particularly with studies on human beings. Protein turnover is a vital function, no less important than oxygen turnover, because of this over the last 20 years there has been an increase in the research on protein turnover in man, with parallel work on farm animals. Methods that have been used for measuring whole body protein turnover in man, the underlying problems and assumptions and the problems that have been encountered are discussed in this comprehensive book.

EBOOK Clinical Sports Nutrition 5e

EBOOK Clinical Sports Nutrition 5e PDF Author: Louise Burke
Publisher: McGraw-Hill Education Australia
ISBN: 1743763123
Category : Medical
Languages : en
Pages : 845

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Book Description
Clinical Sports Nutrition 5e is a cornerstone of the Sports Medicine series offered by McGraw-Hill. This complete practical and clinical reference provides the latest sports nutrition information, drawing on scientific research from around the globe. All chapters have been substantially revised and updated with contributions from leading academics, physicians and sports dietitians in Australia, Canada, the United States and the United Kingdom. In addition there are seven new commentaries: · A molecular view of exercise · Female athlete triad and energy availability · Measuring energy availability · Treating low energy availability · Vegetarian eating · Antioxidant supplementation and exercise · Fluid guidelines This respected reference work is an invaluable asset for students and instructors in the discipline of sports nutrition, and is also essential reading for elite athletes, sports professionals and trainers who need to keep their knowledge current.

In the Bubble

In the Bubble PDF Author: John Thackara
Publisher: MIT Press
ISBN: 0262701154
Category : Business & Economics
Languages : en
Pages : 334

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Book Description
How to design a world in which we rely less on stuff, and more on people. We're filling up the world with technology and devices, but we've lost sight of an important question: What is this stuff for? What value does it add to our lives? So asks author John Thackara in his new book, In the Bubble: Designing for a Complex World. These are tough questions for the pushers of technology to answer. Our economic system is centered on technology, so it would be no small matter if "tech" ceased to be an end-in-itself in our daily lives. Technology is not going to go away, but the time to discuss the end it will serve is before we deploy it, not after. We need to ask what purpose will be served by the broadband communications, smart materials, wearable computing, and connected appliances that we're unleashing upon the world. We need to ask what impact all this stuff will have on our daily lives. Who will look after it, and how? In the Bubble is about a world based less on stuff and more on people. Thackara describes a transformation that is taking place now—not in a remote science fiction future; it's not about, as he puts it, "the schlock of the new" but about radical innovation already emerging in daily life. We are regaining respect for what people can do that technology can't. In the Bubble describes services designed to help people carry out daily activities in new ways. Many of these services involve technology—ranging from body implants to wide-bodied jets. But objects and systems play a supporting role in a people-centered world. The design focus is on services, not things. And new principles—above all, lightness—inform the way these services are designed and used. At the heart of In the Bubble is a belief, informed by a wealth of real-world examples, that ethics and responsibility can inform design decisions without impeding social and technical innovation.

Innovation and Entrepreneurship

Innovation and Entrepreneurship PDF Author: Charles H. Matthews
Publisher: Routledge
ISBN: 1317802098
Category : Business & Economics
Languages : en
Pages : 406

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Book Description
This book presents a new model, the competency framework, for students, innovators, entrepreneurs, managers, and anyone who wants to better understand the dynamic world of innovation and entrepreneurship. Focused on both the individual and strategic organizational level, this book is about people and the competencies each person needs to learn to be successful in creating a more dynamic future. Matthews and Brueggemann’s framework for innovation and entrepreneurship competencies empowers individuals to excel at innovation and new venture creation. It provides a practical guide and clear and concise understanding of the knowledge, skills, attitudes, and experiences that are needed to increase imagination, creativity, innovation and new venture creation capability. Innovation and Entrepreneurship will be attractive for students of entrepreneurship, innovation, management and cross-disciplinary classes, such as design thinking. Presented in a modular format, Innovation & Entrepreneurship informs the future direction of people and technology, as well as the educational systems producing the next generation of innovators and entrepreneurs. Based on extensive academic research, this book is organized into two sections: Twelve innovation elements and twelve competency categories. The elements are the foundation and the competency categories are the building blocks that inform our path toward a more precise understanding of how innovation and entrepreneurship plays an important role in economic development and our daily lives.

Compassionate Management of Mental Health in the Modern Workplace

Compassionate Management of Mental Health in the Modern Workplace PDF Author: John A. Quelch
Publisher: Springer
ISBN: 3319715410
Category : Business & Economics
Languages : en
Pages : 230

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Book Description
This proactive guide brings the relationship between work life and mental well-being into sharp focus, surveying common challenges and outlining real-life solutions. The authors’ approach posits managers as the chief mental health officers of their teams, offering both a science-based framework for taking stock of their own impact on the workplace and strategies for improvement. Areas for promoting mental wellness include reducing stress and stigma, building a safe climate for talking about mental health issues, recognizing at-risk employees, and embracing diversity and neurodiversity. Emphasizing key questions to which managers should be attuned, the book speaks to its readers—whether in corporate, nonprofit, start-up, or non-business organizations—as a friendly and trusted mentor. Featured in the coverage: · Mind the mind: how am I doing, and how can I do better? · Dare to care: how are my people doing, and how might I help? · Building blocks for mental health: how do I manage my team? · Stress about stressors: what is constantly changing in the environment? · Changing my organization and beyond: how can I have a greater impact? Compassionate Management of Mental Health in the Modern Workplace holds timely relevance for managers, human resources staff, chief medical officers, development heads in professional service firms, union or employee organization leaders, legal and financial professionals, and others in leadership and coaching positions. “Workplace mental health: Wow! A subject that frightens most managers. If they read this book, they will strengthen their own skills and transform their workplace and our society.” Donna E. Shalala, Trustee Professor of Political Science and Health Policy, University of Miami; former U.S. Secretary of Health and Human Services “Mental health is an underappreciated, and oft-misunderstood challenge that is growing in the modern workplace. This book provides leaders with practical advice to address mental health challenges in their organization and improve productivity and wellbeing. This is a topic that can no longer be ignored by leaders in any field, and a book that will fundamentally change the way we think about and help improve mental health in the workplace.” Dominic Barton, Managing Director, McKinsey & Company

Wearable Sensor Technology for Monitoring Training Load and Health in the Athletic Population

Wearable Sensor Technology for Monitoring Training Load and Health in the Athletic Population PDF Author: Billy Sperlich
Publisher: Frontiers Media SA
ISBN: 2889634620
Category :
Languages : en
Pages : 311

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Book Description
Several internal and external factors have been identified to estimate and control the psycho-biological stress of training in order to optimize training responses and to avoid fatigue, overtraining and other undesirable health effects of an athlete. An increasing number of lightweight sensor-based wearable technologies (“wearables”) have entered the sports technology market. Non-invasive sensor-based wearable technologies could transmit physical, physiological and biological data to computing platform and may provide through human-machine interaction (smart watch, smartphone, tablet) bio-feedback of various parameters for training load management and health. However, in theory, several wearable technologies may assist to control training load but the assessment of accuracy, reliability, validity, usability and practical relevance of new upcoming technologies for the management of training load is paramount for optimal adaptation and health.

The Information Age

The Information Age PDF Author: David Stephen Alberts
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 756

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Book Description
The Information Age: An Anthology on Its Impacts and Consequences was originally prepared by The Center for Advanced Concepts, Technologies, and Information Strategies of the Institute for National Strategic Studies, National Defense University. The original four volumes have been combined into one volume for this printing. They are: Part One: The Information and Communication Revolution Part Two: Business, Commerce, and Services Part Three: Government and the Military Part Four: International Affairs