hierarchical materials informatics

Hierarchical Materials Informatics
Author: Surya R. Kalidindi
Publisher: Elsevier
Release Date: 2015-08-06
Pages: 230
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Custom design, manufacture, and deployment of new high performance materials for advanced technologies is critically dependent on the availability of invertible, high fidelity, structure-property-processing (SPP) linkages. Establishing these linkages presents a major challenge because of the need to cover unimaginably large dimensional spaces. Hierarchical Materials Informatics addresses objective, computationally efficient, mining of large ensembles of experimental and modeling datasets to extract this core materials knowledge. Furthermore, it aims to organize and present this high value knowledge in highly accessible forms to end users engaged in product design and design for manufacturing efforts. As such, this emerging field has a pivotal role in realizing the goals outlined in current strategic national initiatives such as the Materials Genome Initiative (MGI) and the Advanced Manufacturing Partnership (AMP). This book presents the foundational elements of this new discipline as it relates to the design, development, and deployment of hierarchical materials critical to advanced technologies. Addresses a critical gap in new materials research and development by presenting a rigorous statistical framework for the quantification of microstructure Contains several case studies illustrating the use of modern data analytic tools on microstructure datasets (both experimental and modeling)

Hierarchical Materials Informatics
Author: Surya R. Kalidindi, Ph.D.
Publisher: Butterworth-Heinemann
Release Date: 2015-08-26
Pages: 230
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Custom design, manufacture, and deployment of new high performance materials for advanced technologies is critically dependent on the availability of invertible, high fidelity, structure-property-processing (SPP) linkages. Establishing these linkages presents a major challenge because of the need to cover unimaginably large dimensional spaces. Hierarchical Materials Informatics addresses objective, computationally efficient, mining of large ensembles of experimental and modeling datasets to extract this core materials knowledge. Furthermore, it aims to organize and present this high value knowledge in highly accessible forms to end users engaged in product design and design for manufacturing efforts. As such, this emerging field has a pivotal role in realizing the goals outlined in current strategic national initiatives such as the Materials Genome Initiative (MGI) and the Advanced Manufacturing Partnership (AMP). This book presents the foundational elements of this new discipline as it relates to the design, development, and deployment of hierarchical materials critical to advanced technologies. Addresses a critical gap in new materials research and development by presenting a rigorous statistical framework for the quantification of microstructure Contains several case studies illustrating the use of modern data analytic tools on microstructure datasets (both experimental and modeling)

Metallurgy And Design Of Alloys With Hierarchical Microstructures
Author: Krishnan K. Sankaran
Publisher: Elsevier
Release Date: 2017-06-14
Pages: 506
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Metallurgy and Design of Alloys with Hierarchical Microstructures covers the fundamentals of processing-microstructure-property relationships and how multiple properties are balanced and optimized in materials with hierarchical microstructures widely used in critical applications. The discussion is based principally on metallic materials used in aircraft structures; however, because they have sufficiently diverse microstructures, the underlying principles can easily be extended to other materials systems. With the increasing microstructural complexity of structural materials, it is important for students, academic researchers and practicing engineers to possess the knowledge of how materials are optimized and how they will behave in service. The book integrates aspects of computational materials science, physical metallurgy, alloy design, process design, and structure-properties relationships, in a manner not done before. It fills a knowledge gap in the interrelationships of multiple microstructural and deformation mechanisms by applying the concepts and tools of designing microstructures for achieving combinations of engineering properties—such as strength, corrosion resistance, durability and damage tolerance in multi-component materials—used for critical structural applications. Discusses the science behind the properties and performance of advanced metallic materials Provides for the efficient design of materials and processes to satisfy targeted performance in materials and structures Enables the selection and development of new alloys for specific applications based upon evaluation of their microstructure as illustrated in this work

Architecting Robust Co Design Of Materials  Products  And Manufacturing Processes
Author: Anand Balu Nellippallil
Publisher: Springer Nature
Release Date: 2020-06-13
Pages: 344
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book explores systems-based, co-design, introducing a “Decision-Based, Co-Design” (DBCD) approach for the co-design of materials, products, and processes. In recent years there have been significant advances in modeling and simulation of material behavior, from the smallest atomic scale to the macro scale. However, the uncertainties associated with these approaches and models across different scales need to be addressed to enable decision-making resulting in designs that are robust, that is, relatively insensitive to uncertainties. An approach that facilitates co-design is needed across material, product design and manufacturing processes. This book describes a cloud-based platform to support decisions in the design of engineered systems (CB-PDSIDES), which feature an architecture that promotes co-design through the servitization of decision-making, knowledge capture and use templates that allow previous solutions to be reused. Placing the platform in the cloud aids mass collaboration and open innovation. A valuable reference resource reference on all areas related to the design of materials, products and processes, the book appeals to material scientists, design engineers and all those involved in the emerging interdisciplinary field of integrated computational materials engineering (ICME).

Handbook On Big Data And Machine Learning In The Physical Sciences  In 2 Volumes
Author:
Publisher: World Scientific
Release Date: 2020-03-10
Pages: 1000
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several years in areas spanning materials science, chemistry, and condensed matter physics.Written by world renowned researchers, the compilation of two authoritative volumes provides a distinct summary of the modern advances in instrument — driven data generation and analytics, establishing the links between the big data and predictive theories, and outlining the emerging field of data and physics-driven predictive and autonomous systems.

Computational Materials System Design
Author: Dongwon Shin
Publisher: Springer
Release Date: 2017-11-10
Pages: 233
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book provides state-of-the-art computational approaches for accelerating materials discovery, synthesis, and processing using thermodynamics and kinetics. The authors deliver an overview of current practical computational tools for materials design in the field. They describe ways to integrate thermodynamics and kinetics and how the two can supplement each other.

Informatics For Materials Science And Engineering
Author: Krishna Rajan
Publisher: Butterworth-Heinemann
Release Date: 2013-07-10
Pages: 542
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Materials informatics: a ‘hot topic’ area in materials science, aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis. The discovery and maturation of new materials has been outpaced by the thicket of data created by new combinatorial and high throughput analytical techniques. The elaboration of this "quantitative avalanche"—and the resulting complex, multi-factor analyses required to understand it—means that interest, investment, and research are revisiting informatics approaches as a solution. This work, from Krishna Rajan, the leading expert of the informatics approach to materials, seeks to break down the barriers between data management, quality standards, data mining, exchange, and storage and analysis, as a means of accelerating scientific research in materials science. This solutions-based reference synthesizes foundational physical, statistical, and mathematical content with emerging experimental and real-world applications, for interdisciplinary researchers and those new to the field. Identifies and analyzes interdisciplinary strategies (including combinatorial and high throughput approaches) that accelerate materials development cycle times and reduces associated costs Mathematical and computational analysis aids formulation of new structure-property correlations among large, heterogeneous, and distributed data sets Practical examples, computational tools, and software analysis benefits rapid identification of critical data and analysis of theoretical needs for future problems

Frontiers In The Design Of Materials
Author: Baldev Raj
Publisher: CRC Press
Release Date: 2007-01-29
Pages: 374
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Contributed articles presented at the Symposium organized by Indian Institute of Metals.

Medical Informatics Europe  99
Author: Peter Kokol
Publisher: Studies in Health Technology and Informatics
Release Date: 1999
Pages: 1009
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This volume seeks to reflect the state of the art on medical informatics. It presents ideas that will guide the process of medical informatics. Topics in the book include: information systems in health care and medicine; telemedicine and telematics; security; biomedical processing, data mining and knowledge discovery; training and education; Internet/intranet; resources management; intelligent medical systems; health guidelines and protocols; electronic patient encounter, card technology, electronic data interchange; terminology; nursing informatics.

Proceedings Of The British Society Of Animal Science
Author: British Society of Animal Science. Meeting
Publisher:
Release Date: 2005
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Combinatorial Methods And Informatics In Materials Science  Volume 894
Author: M. J. Fasolka
Publisher: Materials Research Society Sym
Release Date: 2006-05-17
Pages: 356
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The MRS Symposium Proceeding series is an internationally recognised reference suitable for researchers and practitioners.

Introduction To Clinical Informatics
Author: Patrice Degoulet
Publisher: Springer Science & Business Media
Release Date: 2012-12-06
Pages: 247
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Introduction to Clinical Informatics fills a void in the Computer in Health Care series. With this volume, Patrice Degoulet and Marius Fieschi provide a comprehensive view of medical informatics and carry that concept forward into the realm of clinical informatics. The authors draw upon their experi ences as medical school faculty members in France, where informatics has long been integrated into the curriculum and where the French version of this very book has been used, tested, and revised. In intent and content, this volume stands as the companion volume to Introduction to Nursing Informatics, one of the series' best selling titles. For practitioners and students of medicine, pharmacy, and other health profes sions, Introduction to Clinical Informatics offers an essential understanding how computing can support patient care, clarifying practical uses and critical issues. Today medical schools in the United States are making informatics a part of their curriculum, with required medical informatics blocks at the onset of training serving as the base for problem-based learning throughout the course of study. In an increasingly networked and computerized environ ment, health-care providers are having to alter how they practice. Whether in the office, the clinic, or the hospital, health-care professionals have access to a growing array of capabilities and tools as they deliver care. Learning to use these becomes a top priority, and this volume becomes a valuable resource.

Database Theory And Application  Bio Science And Bio Technology
Author: Yanchun Zhang
Publisher: Springer
Release Date: 2010-11-25
Pages: 310
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Welcome to the proceedings of the 2010 International Conferences on Database Theory and Application (DTA 2010), and Bio-Science and Bio-Technology (BSBT 2010) – two of the partnering events of the Second International Mega- Conference on Future Generation Information Technology (FGIT 2010). DTA and BSBT bring together researchers from academia and industry as well as practitioners to share ideas, problems and solutions relating to the multifaceted aspects of databases, data mining and biomedicine, including their links to computational sciences, mathematics and information technology. In total, 1,630 papers were submitted to FGIT 2010 from 30 countries, which includes 175 papers submitted to DTA/BSBT 2010. The submitted papers went through a rigorous reviewing process: 395 of the 1,630 papers were accepted for FGIT 2010, while 40 papers were accepted for DTA/BSBT 2010. Of the 40 papers 6 were selected for the special FGIT 2010 volume published by Springer in the LNCS series. 31 papers are published in this volume, and 3 papers were withdrawn due to technical reasons. We would like to acknowledge the great effort of the DTA/BSBT 2010 International Advisory Boards and members of the International Program Committees, as well as all the organizations and individuals who supported the idea of publishing this volume of proceedings, including SERSC and Springer. Also, the success of these two conferences would not have been possible without the huge support from our sponsors and the work of the Chairs and Organizing Committee.

Handbook Of Research On Distributed Medical Informatics And E Health
Author: Lazakidou, Athina A.
Publisher: IGI Global
Release Date: 2008-08-31
Pages: 600
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Provides coverage of specific topics and issues in healthcare, highlighting recent trends and describing the latest advances in the field.

Health And Medical Informatics Education In Europe
Author: John Mantas
Publisher: IOS Press
Release Date: 2000
Pages: 277
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

After the success of the first two books with the proceedings of the newly established series of European conferences in Health Telematics Education the third one gives a new dimension in the field of Health and Medical Informatics Education in Europe. It deals with the needs and the current status in Health Telematics Education in Europe, with curriculum development in Health- Medical and Nursing Informatics, with development of courseware material, computer based training and computer assisted learning. Also distance learning and Internet applications, training in using Hospital Information Systems (HIS) and Departmental Information Systems, Inter-University programmes and accreditation of courses are discussed.

Handbook Of Ecological Modelling And Informatics
Author: Sven Erik Jørgensen
Publisher: WIT Press
Release Date: 2009-01-30
Pages: 448
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The book gives a comprehensive overview of all available types of ecological models. It is the first book of its kind that gives an overview of different model types and will be of interest to all those involved in ecological and environmental modelling and ecological informatics.

Probabilistic Modeling In Bioinformatics And Medical Informatics
Author: Dirk Husmeier
Publisher: Springer Science & Business Media
Release Date: 2005-02
Pages: 504
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Written for researchers and students in statistics, machine learning, and the biological sciences. This book provides a self-contained introduction to the methodology of Bayesian networks. It offers both elementary tutorials as well as more advanced applications and case studies.

Biomedical Informatics
Author: Edward H. Shortliffe
Publisher: Springer Science & Business Media
Release Date: 2013-12-02
Pages: 965
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of computer science, decision science, information science, cognitive science, and biomedicine. Now revised and in its third edition, this text meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Authored by leaders in medical informatics and extensively tested in their courses, the chapters in this volume constitute an effective textbook for students of medical informatics and its areas of application. The book is also a useful reference work for individual readers needing to understand the role that computers can play in the provision of clinical services and the pursuit of biological questions. The volume is organized so as first to explain basic concepts and then to illustrate them with specific systems and technologies.

Nursing Informatics  An Issue Of Perioperative Nursing Clinics   E Book
Author: Joy Don Baker
Publisher: Elsevier Health Sciences
Release Date: 2012-06-08
Pages: 160
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This issue of Perioperative Nursing Clinics, Guest Edited by Joy Don Baker, PhD, RN-BC, CNE, CNOR, NEA-BC, will focus on Informatics with topics including: Distance education; computer science and cognitive science; role of the perioperative nurse as informaticist; cyber diving: literature search; website evaluation; bibliographic software; relational database programs; virtual learning environments; digital divide; and social networking legality.

Ubiquitous Health And Medical Informatics  The Ubiquity 2 0 Trend And Beyond
Author: Mohammed, Sabah
Publisher: IGI Global
Release Date: 2010-04-30
Pages: 728
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

"This book is specific to the field of medical informatics and ubiquitous health care and highlights the use of new trends based on the new initiatives of Web 2.0"--Provided by publisher.