Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods, Ghanshyam Pilania, James E. Gubernatis, Prasanna V. Balachandran, Turab Lookman
Описание: Provides everything readers need to know for applying the power of informatics to materials science There is a tremendous interest in materials informatics and application of data mining to materials science. This book is a one-stop guide to the latest advances in these emerging fields. Bridging the gap between materials science and informatics, it introduces readers to up-to-date data mining and machine learning methods. It also provides an overview of state-of-the-art software and tools. Case studies illustrate the power of materials informatics in guiding the experimental discovery of new materials. Materials Informatics: Methods, Tools and Applications is presented in two parts?Methodological Aspects of Materials Informatics and Practical Aspects and Applications. The first part focuses on developments in software, databases, and high-throughput computational activities. Chapter topics include open quantum materials databases; the ICSD database; open crystallography databases; and more. The second addresses the latest developments in data mining and machine learning for materials science. Its chapters cover genetic algorithms and crystal structure prediction; MQSPR modeling in materials informatics; prediction of materials properties; amongst others. -Bridges the gap between materials science and informatics -Covers all the known methodologies and applications of materials informatics -Presents case studies that illustrate the power of materials informatics in guiding the experimental quest for new materials -Examines the state-of-the-art software and tools being used today Materials Informatics: Methods, Tools and Applications is a must-have resource for materials scientists, chemists, and engineers interested in the methods of materials informatics.
Автор: Pilania, Ghanshyam Balachandran, Prasanna V. Gubernatis, James E. Lookman, Turab Название: Data-based methods for materials design and discovery ISBN: 168173737X ISBN-13(EAN): 9781681737379 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 11365.00 р. Наличие на складе: Нет в наличии.
Описание: Machine learning methods are changing the way we design and discover new materials. This book provides an overview of approaches successfully used in addressing materials problems (alloys, ferroelectrics, dielectrics) with a focus on probabilistic methods, such as Gaussian processes, to accurately estimate density functions. The authors, who have extensive experience in this interdisciplinary field, discuss generalizations where more than one competing material property is involved or data with differing degrees of precision/costs or fidelity/expense needs to be considered.
Автор: Matthew Poole, Manuel Shvartzberg Название: The Politics of Parametricism: Digital Technologies in Architecture ISBN: 1472581652 ISBN-13(EAN): 9781472581655 Издательство: Bloomsbury Academic Рейтинг: Цена: 4750.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Over the last decade, 'parametricism' has been heralded as a new avant-garde in the industries of architecture, urban design, and industrial design, regarded by many as the next grand style in the history of architecture, heir to postmodernism and deconstruction. From buildings to cities, the built environment is increasingly addressed, designed and constructed using digital software based on parametric scripting platforms which claim to be able to process complex physical and social modelling alike.
As more and more digital tools are developed into an apparently infinite repertoire of socio-technical functions, critical questions concerning these cultural and technological shifts are often eclipsed by the seductive aesthetic and the alluring futuristic imaginary that parametric design tools and their architectural products and discourses represent.
The Politics of Parametricism addresses these issues, offering a collection of new essays written by leading international thinkers in the fields of digital design, architecture, theory and technology. Exploring the social, political, ethical and philosophical issues at stake in the history, practice and processes of parametric architecture and urbanism, each chapter provides different vantage points to interrogate the challenges and opportunities presented by this latest mode of technological production.
Автор: Whitehead Название: Structural Technology In Practice W ISBN: 1138224154 ISBN-13(EAN): 9781138224155 Издательство: Taylor&Francis Рейтинг: Цена: 8726.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Structures by Design: Thinking, Making, Breaking is a new type of structures textbook for architects who prefer to learn using the hands-on, creative problem-solving techniques typically found in a design studio.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
