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E-grāmata: Potential Impact of High-End Capability Computing on Four Illustrative Fields of Science and Engineering

  • Formāts: 158 pages
  • Izdošanas datums: 28-Oct-2008
  • Izdevniecība: National Academies Press
  • Valoda: eng
  • ISBN-13: 9780309124867
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  • Formāts: 158 pages
  • Izdošanas datums: 28-Oct-2008
  • Izdevniecība: National Academies Press
  • Valoda: eng
  • ISBN-13: 9780309124867

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Many federal funding requests for more advanced computer resources assume implicitly that greater computing power creates opportunities for advancement in science and engineering. This has often been a good assumption. Given stringent pressures on the federal budget, the White House Office of Management and Budget (OMB) and Office of Science and Technology Policy (OSTP) are seeking an improved approach to the formulation and review of requests from the agencies for new computing funds.



This book examines, for four illustrative fields of science and engineering, how one can start with an understanding of their major challenges and discern how progress against those challenges depends on high-end capability computing (HECC). The four fields covered are:







atmospheric science astrophysics chemical separations evolutionary biology



This book finds that all four of these fields are critically dependent on HECC, but in different ways. The book characterizes the components that combine to enable new advances in computational science and engineering and identifies aspects that apply to multiple fields.

Table of Contents



Front Matter Summary 1 Problem Definition and History 2 The Potential Impact of HECC in Astrophysics 3 The Potential Impact of HECC in the Atmospheric Sciences 4 The Potential Impact of HECC in Evolutionary Biology 5 The Potential Impact of HECC in Chemical Separations 6 Numerical and Algorithmic Characteristics of HECC That Will Be Required by the Selected Fields 7 Conclusions Appendix A: Biographical Sketches of Committee Members Appendix B: Agendas of Committee Meetings Appendix C: Glossary
Summary 1(8)
Problem Definition and History
9(6)
Introduction
9(2)
History of High-End computing
11(2)
Current State of High-End Capability Computing
13(2)
The Potential Impact of HECC in Astrophysics
15(22)
Introduction
15(2)
Major Challenges in Astrophysics
17(1)
Major Challenges That Require HECC
18(12)
Methods and Algorithms in Astrophysics
30(2)
HECC for Data Analysis
32(1)
Realizing the potential Impact of HECC on Astrophysics
33(2)
References
35(2)
The Potential Impact of HECC in the Atmospheric Sciences
37(26)
Introduction
37(2)
Major Challenges in the Atmospheric Sciences
39(7)
Computational Challenges in the Atmospheric Sciences
46(11)
The Need for HECC Resources to Advance the Atmospheric Sciences
57(3)
Conclusion: Earth in a Computer
60(1)
References
60(3)
The Potential Impact of HECC in Evolutionary Biology
63(26)
Introduction
63(1)
Major Challenges of Evolutionary Biology
64(15)
Major Challenges in Evolutionary Biology That Require HECC
79(6)
References
85(4)
The Potential Impact of HECC in Chemical Separations
89(16)
Introduction
89(3)
Major Challenges Facing Chemical Separations
92(4)
Potential Impacts of HECC for Chemical Separations
96(3)
Current Frontiers of HECC for Chemical Separations
99(4)
Other Issues that Limit the Value of HECC to Chemical Separations
103(1)
References
103(2)
Numerical and Algorithmic Characteristics of HECC that Will Be Required by the Selected Fields
105(16)
Numerical and Algorithmic Characteristics of HECC for Astrophysics
105(3)
Numerical and Algorithmic Characteristics of HECC for the Atmospheric Sciences
108(2)
Numerical and Algorithmic Characteristics of HECC for Evolutionary Biology
110(2)
Numerical and Algorithmic Characteristics of HECC for Chemical Separations
112(2)
Categorization of Numerical and Algorithmic Characteristics of HECC Needed in the Four Selected Fields
114(2)
Crosscutting Challenges from Massive Amounts of Data
116(2)
Crosscutting Challenges Related to Eduction and Training
118(3)
Conclusions
121
Supporting High-End Computational Research
121(2)
The Need for Continuing Investment in HECC
123(2)
Classes of Numerical and Algorithmic Challenges
125(1)
Human Resources
125(1)
Lessons Learned for Fields That Might Perform Similar Studies
126(3)
APPENDIXES
A Biographical Sketches of Committee Members
129(4)
B Agendas of Committee Meetings
133(8)
C Glossary
141
Committee on the Potential Impact of High-End Computing on Illustrative Fields of Science and Engineering, National Research Council