Muutke küpsiste eelistusi

Big Data in Materials Research and Development: Summary of a Workshop [Pehme köide]

  • Formaat: Paperback / softback, 78 pages, kõrgus x laius: 254x178 mm
  • Ilmumisaeg: 22-Nov-2014
  • Kirjastus: National Academies Press
  • ISBN-10: 0309303796
  • ISBN-13: 9780309303798
Teised raamatud teemal:
  • Formaat: Paperback / softback, 78 pages, kõrgus x laius: 254x178 mm
  • Ilmumisaeg: 22-Nov-2014
  • Kirjastus: National Academies Press
  • ISBN-10: 0309303796
  • ISBN-13: 9780309303798
Teised raamatud teemal:
Big Data in Materials Research and Development is the summary of a workshop convened by the National Research Council Standing Committee on Defense Materials Manufacturing and Infrastructure in February 2014 to discuss the impact of big data on materials and manufacturing. The materials science community would benefit from appropriate access to data and metadata for materials development, processing, application development, and application life cycles. Currently, that access does not appear to be sufficiently widespread, and many workshop participants captured the constraints and identified potential improvements to enable broader access to materials and manufacturing data and metadata. This report discusses issues in defense materials, manufacturing and infrastructure, including data ownership and access; collaboration and exploitation of big data's capabilities; and maintenance of data.

Table of Contents



Front Matter Overview Workshop Themes Session 1: Introduction to Big Data Session 2: Big Data Issues in Materials Research and Development Session 3: Big Data Issues in Manufacturing Session 4: The Way Ahead References Appendixes Appendix A: Workshop Statement of Task Appendix B: Workshop Participants Appendix C: Workshop Agenda Appendix D: Acronyms
Overview 1(2)
Workshop Themes 3(8)
Data Availability
3(3)
Data Size: "Big Data" vs. Data
6(1)
Quality and Veracity of Data and Models
7(1)
Data and Metadata Ontology and Formats
8(1)
Metadata and Model Availability
8(1)
Culture
9(2)
Session 1 Introduction To Big Data
11(12)
Frontiers in Massive Data Analysis and Their Implementation
11(5)
IBM and Big Data
16(2)
Big Data for Biosecurity
18(3)
Discussion
21(2)
Session 2 Big Data Issues In Materials Research And Development
23(18)
Physics in Big Data
23(3)
Materials Genome Initiative and Big Data
26(5)
General Electric Efforts in Materials Data: Development of the ICME-Net
31(3)
Smart Manufacturing: Enterprise Right Time, Networked Data, Information, and Action
34(5)
Discussion
39(2)
Session 3 Big Data Issues In Manufacturing
41(9)
Data Needs to Support ICME Development in DARPA Open Manufacturing
41(3)
The Materials Information System
44(5)
Discussion
49(1)
Session 4 The Way Ahead
50(11)
Lightweight and Modern Metals Manufacturing Innovation Institute: Implications for Materials, Manufacturing, and Data
50(4)
Direction of Policy
54(7)
References
57(4)
APPENDIXES
A Workshop Statement of Task
61(1)
B Workshop Participants
62(2)
C Workshop Agenda
64(2)
D Acronyms
66