Download or read book Mechanistic Data Science for STEM Education and Applications written by Wing Kam Liu and published by Springer Nature. This book was released on 2022-01-01 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces Mechanistic Data Science (MDS) as a structured methodology for combining data science tools with mathematical scientific principles (i.e., “mechanistic” principles) to solve intractable problems. Traditional data science methodologies require copious quantities of data to show a reliable pattern, but the amount of required data can be greatly reduced by considering the mathematical science principles. MDS is presented here in six easy-to-follow modules: 1) Multimodal data generation and collection, 2) extraction of mechanistic features, 3) knowledge-driven dimension reduction, 4) reduced order surrogate models, 5) deep learning for regression and classification, and 6) system and design. These data science and mechanistic analysis steps are presented in an intuitive manner that emphasizes practical concepts for solving engineering problems as well as real-life problems. This book is written in a spectral style and is ideal as an entry level textbook for engineering and data science undergraduate and graduate students, practicing scientists and engineers, as well as STEM (Science, Technology, Engineering, Mathematics) high school students and teachers.
Download or read book Faculty Personnel written by American Association of Collegiate Schools of Business and published by . This book was released on 1926 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Faculty Personnel written by American Association of Collegiate Schools of Business and published by . This book was released on 1940 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Academic Histories of Faculty Members of Associated Collegiate Schools of Business with Bibliographies of Their Publications written by and published by . This book was released on 1926 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Mechanical Engineering written by and published by . This book was released on 1922 with total page 948 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Parts Selection and Management written by Michael Pecht and published by John Wiley & Sons. This book was released on 2005-03-11 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increase profitability and reduce risk through effective parts selection and management Corporations recognize that technology can be the key to fueling product design and development. But just as crucial-if not more-to a company's success are the decisions about when, what, and how a technology will be used. Few companies have failed because the right technology was not available; many have failed when a technology was not effectively selected and managed. Parts Selection and Management is a guide to increasing company profitability and reducing the time-to-profit through the efficient management of the process of parts selection and management. Taking an "eyes-on, hands-off" approach to parts selection, this guidebook addresses risk-assessment, decision-making steps, and subsequent management activities. The book covers everything from methodologies for parts selection and management, product requirements and specifications, and manufacturer assessment procedures to ways to track part changes through the supply chain, reliability assessment, and environmental, legislative, and legal issues. Written by a seasoned professional, teacher, and author in the field, the book enables companies to: * Employ effective risk assessment and mitigation techniques * Make an informed company-wide decision about parts selection and management * Choose parts to fit the functionality of the product and other constraints * Maximize system supportability by preparing for parts obsolescence * Improve supply-chain interactions and communications with customers and regulatory agencies to minimize time-to-profit Shedding light on a neglected but essential aspect of product development, Parts Selection and Management will give your organization the tools you need to avoid the risks associated with product use while promoting flexibility, innovation, and creativity in your product development.
Download or read book Handbook of Research on Innovations and Applications of AI IoT and Cognitive Technologies written by Zhao, Jingyuan and published by IGI Global. This book was released on 2021-06-25 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, artificial intelligence (AI), the internet of things (IoT), and cognitive technologies have successfully been applied to various research domains, including computer vision, natural language processing, voice recognition, and more. In addition, AI with IoT has made a significant breakthrough and a shift in technical direction to achieve high efficiency and adaptability in a variety of new applications. On the other hand, network design and optimization for AI applications addresses a complementary topic, namely the support of AI-based systems through novel networking techniques, including new architectures, as well as performance models for IoT systems. IoT has paved the way to a plethora of new application domains, at the same time posing several challenges as a multitude of devices, protocols, communication channels, architectures, and middleware exist. Big data generated by these devices calls for advanced learning and data mining techniques to effectively understand, learn, and reason with this volume of information, such as cognitive technologies. Cognitive technologies play a major role in developing successful cognitive systems which mimic “cognitive” functions associated with human intelligence, such as “learning” and “problem solving.” Thus, there is a continuing demand for recent research in these two linked fields. The Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies discusses the latest innovations and applications of AI, IoT, and cognitive-based smart systems. The chapters cover the intersection of these three fields in emerging and developed economies in terms of their respective development situation, public policies, technologies and intellectual capital, innovation systems, competition and strategies, marketing and growth capability, and governance and relegation models. These applications span areas such as healthcare, security and privacy, industrial systems, multidisciplinary sciences, and more. This book is ideal for technologists, IT specialists, policymakers, government officials, academics, students, and practitioners interested in the experiences of innovations and applications of AI, IoT, and cognitive technologies.
Download or read book Catalogue of the University of Michigan written by University of Michigan and published by . This book was released on 1949 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt: Announcements for the following year included in some vols.
Download or read book Statistical Reference Index written by and published by . This book was released on 1980 with total page 840 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book University of Michigan Official Publication written by and published by UM Libraries. This book was released on 1948 with total page 964 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Architecture and Technological Advancements of Education 4 0 written by Pandey, Rajiv and published by IGI Global. This book was released on 2023-11-27 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academics 4.0 has become increasingly crucial in recent times due to the impact of Industry 4.0 on various fields. The emergence of disruptive technologies and the cyber-physical world has underscored the need for experts in these areas, which requires proper training of students from an early stage. Education 4.0 is essential in preparing faculties and students adequately for this purpose. This approach shifts the focus from teaching to learning and employs blended learning, MOOC courses, and flipped classrooms to achieve better understanding and application of knowledge. The practical aspect of the subject is discussed in the classroom, while the theoretical aspect is taught outside the class. The book, Architecture and Technological Advancements of Education 4.0, aims to explain the rationale, advantages, and features of Academics 4.0, explore assessment tools and techniques, and describe the national policy for bringing change in education. It also covers blended learning, MOOC courses, virtual labs, and mobile learning, with a focus on their benefits. The book will be useful for universities and educational entities that aim to follow Academics 4.0 in the education system, serve as a reference manual for research articles, and be helpful to faculties and academicians who wish to implement and assess online techniques. Additionally, it will be an excellent learning platform for providers and users of relevant domains, with a broad range of topics covering its impact on the education system, students, and workforce.
Download or read book Regents Proceedings written by University of Michigan. Board of Regents and published by . This book was released on 1975 with total page 1334 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings of the Board of Regents written by University of Michigan. Board of Regents and published by . This book was released on 1945 with total page 1664 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Patterson s American Education written by Homer L. Patterson and published by . This book was released on 1904 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most current information on United States secondary schools-- both public and private-- in a quick, easy-to-use format.
Download or read book History of Romanian Technology and Industry written by Dorel Banabic and published by Springer Nature. This book was released on 2023-12-18 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume showcases the valuable achievements of the Romanian technology and industry worldwide. It started from the premise that the history of Romanian technique is scarcely known outside the borders of Romania. The main Romanian contributions to the world’s technological heritage are missing, except for a few names in the field of aviation, from the great encyclopedias and dictionaries published worldwide. This is due, among other reasons, to the insufficient promotion in widely spoken languages of the history of Romanian technology. The multidisciplinary approach of the volumes means that the field of technology had to be split into several branches. The present volume includes the following industries: mining, metallurgy, oil, natural gas, machine building, agricultural machinery, military, textiles, and construction. Folk technology, the formation of the industrial system, and mechanics are tackled in separate chapters. For each field, are engaged the collaboration of authors who have already published a history of their field. Certain chapters were drafted with the aid of specialists who have played the part of policy makers in the elaboration of development strategies for Romania and who are familiar not only with the facts and the history of their field, but also with the ‘philosophy’ behind its development.
Download or read book American Universities and Colleges written by and published by Walter de Gruyter GmbH & Co KG. This book was released on 2014-10-08 with total page 2012 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "American Universities and Colleges".
Download or read book Shifting to Online Learning Through Faculty Collaborative Support written by Crawford, Caroline M. and published by IGI Global. This book was released on 2021-06-18 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a result of the COVID-19 pandemic, most schools had to suddenly shift from traditional face-to-face courses to blended, synchronous, and asynchronous instructional environments. The impact upon the immediacy of remote learning was overwhelming to many faculty, instructional facilitators, teachers, and trainers. Many faculty and trainers have experience with the analysis, design, development, implementation, and evaluation of online and blended learning environments, while many faculty and trainers also do not have this knowledge nor experience. As such, the collegial workspace has developed into a collaborative work environment wherein the faculty are helping faculty, partially because the instructional designer staff and learning advisors are overwhelmed with the number of course projects that must be moved from traditional face-to-face course environments into an online environment within a short period of time. The faculty are helping each other make this move, offering course design and development support and also instructional tips and tricks that will support successful blended and online experiences that enhance learning outcomes. Shifting to Online Learning Through Faculty Collaborative Support focuses on supporting and enhancing blended and distance learning course design and development, successful tips for course design and teaching, techniques for online learning, and embracing collegial mentorship and facilitative support for course and faculty success. This book highlights the strength of collegial bonds while discussing tools, methods, procedural efforts, styles of engagement, learning theories, assessment efforts, and even social learning engagement implementations in online learning. It provides information and lessons and embraces a long-term approach towards understanding institutional impact and collegial support. This book is valuable for school administrators, teachers, course designers, instructional designers, school faculty, business and administrative leadership, practitioners, stakeholders, researchers, academicians, and students interested in how faculty collaborative support is playing a critical role in improving and developing successful online learning.
