Information Science for Materials Discovery and Design
Information Science for Materials Discovery and Design

Author: Turab Lookman

Publisher: Springer

Published: 2015-12-12

Total Pages: 316

ISBN-13: 331923871X

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This book deals with an information-driven approach to plan materials discovery and design, iterative learning. The authors present contrasting but complementary approaches, such as those based on high throughput calculations, combinatorial experiments or data driven discovery, together with machine-learning methods. Similarly, statistical methods successfully applied in other fields, such as biosciences, are presented. The content spans from materials science to information science to reflect the cross-disciplinary nature of the field. A perspective is presented that offers a paradigm (codesign loop for materials design) to involve iteratively learning from experiments and calculations to develop materials with optimum properties. Such a loop requires the elements of incorporating domain materials knowledge, a database of descriptors (the genes), a surrogate or statistical model developed to predict a given property with uncertainties, performing adaptive experimental design to guide the next experiment or calculation and aspects of high throughput calculations as well as experiments. The book is about manufacturing with the aim to halving the time to discover and design new materials. Accelerating discovery relies on using large databases, computation, and mathematics in the material sciences in a manner similar to the way used to in the Human Genome Initiative. Novel approaches are therefore called to explore the enormous phase space presented by complex materials and processes. To achieve the desired performance gains, a predictive capability is needed to guide experiments and computations in the most fruitful directions by reducing not successful trials. Despite advances in computation and experimental techniques, generating vast arrays of data; without a clear way of linkage to models, the full value of data driven discovery cannot be realized. Hence, along with experimental, theoretical and computational materials science, we need to add a “fourth leg’’ to our toolkit to make the “Materials Genome'' a reality, the science of Materials Informatics.

Information Materials
Information Materials

Author: Manuel Kretzer

Publisher: Springer

Published: 2016-11-03

Total Pages: 198

ISBN-13: 3319351508

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This book considers the potential of new, smart materials and their use in architecture. It begins with an overview of current global tendencies (technological, demographic, and socio-anthropological) and their relevance for architectural design. Expanding upon approaches for flexible design solutions to address change and uncertainty, Dr. Kretzer begins by exploring adaptive architecture and proceeds to introduce the topic of “information materials,” which encompasses smart and functional materials, their current usage, and their potential for the creation of future spaces. The second chapter provides a comprehensive overview of architectural materials, past and present, split into the topics: natural, industrial, synthetic, digital, and information materials. Chapter three introduces an educational approach for the mediation of information material usage in design courses and student workshops. The final section provides detailed information on a range of emerging material phenomena, including aerogels, bioluminescence, bio plastics, dye-sensitized solar cells, electroluminescent displays, electroactive polymers, soft robotics, and thermochromics. Each section explains its respective history, working principles, fabrication and (potential) usage in architecture and design, and provides hands-on tutorials on how to self-produce these materials, and displays class-tested experimental installations. The book concludes with an outlook into the domain of synthetic biology and the prospects of a “living” architecture. It is ideal for students of structural materials engineering, architecture, and urban planning; professionals working these in areas, as well as materials science/engineering and architecture educators.

Risk Communication
Risk Communication

Author: Regina E. Lundgren

Publisher: John Wiley & Sons

Published: 2018-07-10

Total Pages: 449

ISBN-13: 1119456150

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THE ESSENTIAL HANDBOOK FOR EFFECTIVELY COMMUNICATING ENVIRONMENTAL, SAFETY, AND HEALTH RISKS, FULLY REVISED AND UPDATED Now in its sixth edition, Risk Communication has proven to be a valuable resource for people who are tasked with the responsibility of understanding how to apply the most current approaches to care, consensus, and crisis communication. The sixth edition updates the text with fresh and illustrative examples, lessons learned, and recent research as well as provides advice and guidelines for communicating risk information in the United States and other countries. The authors help readers understand the basic theories and practices of risk communication and explain how to plan an effective strategy and put it into action. The book also contains information on evaluating risk communication efforts and explores how to communicate risk during and after an emergency. Risk Communication brings together in one resource proven scientific research with practical, hands-on guidance from practitioners with over 30 years of experience in the field. This important guide: Provides new examples of communication plans in government and industry, use of social media, dealing with "fake news," and new digital tools for stakeholder involvement and crisis communications Contains a new chapter on partnerships which covers topics such as assigning roles and expectations, ending partnerships, and more Presents real-world case studies with key lessons all risk communicators can apply. Written for engineers, scientists, professors and students, land use planners, public health practitioners, communication specialists, consultants, and regulators, the revised sixth edition of Risk Communication is the must-have guide for those who communicate risks.

Materials for Information Technology
Materials for Information Technology

Author: Ehrenfried Zschech

Publisher: Springer Science & Business Media

Published: 2006-07-02

Total Pages: 498

ISBN-13: 1846282357

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This book provides an up to date survey of the state of the art of research into the materials used in information technology, and will be bought by researchers in universities, institutions as well as research workers in the semiconductor and IT industries.

Materials Discovery and Design
Materials Discovery and Design

Author: Turab Lookman

Publisher: Springer

Published: 2018-09-22

Total Pages: 266

ISBN-13: 3319994654

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This book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning from data as a key theme in many science and cyber related applications. The challenging open questions as well as future directions in the application of data science to materials problems are sketched. Computational and experimental facilities today generate vast amounts of data at an unprecedented rate. The book gives guidance to discover new knowledge that enables materials innovation to address grand challenges in energy, environment and security, the clearer link needed between the data from these facilities and the theory and underlying science. The role of inference and optimization methods in distilling the data and constraining predictions using insights and results from theory is key to achieving the desired goals of real time analysis and feedback. Thus, the importance of this book lies in emphasizing that the full value of knowledge driven discovery using data can only be realized by integrating statistical and information sciences with materials science, which is increasingly dependent on high throughput and large scale computational and experimental data gathering efforts. This is especially the case as we enter a new era of big data in materials science with the planning of future experimental facilities such as the Linac Coherent Light Source at Stanford (LCLS-II), the European X-ray Free Electron Laser (EXFEL) and MaRIE (Matter Radiation in Extremes), the signature concept facility from Los Alamos National Laboratory. These facilities are expected to generate hundreds of terabytes to several petabytes of in situ spatially and temporally resolved data per sample. The questions that then arise include how we can learn from the data to accelerate the processing and analysis of reconstructed microstructure, rapidly map spatially resolved properties from high throughput data, devise diagnostics for pattern detection, and guide experiments towards desired targeted properties. The authors are an interdisciplinary group of leading experts who bring the excitement of the nascent and rapidly emerging field of materials informatics to the reader.