Computational Science: Ensuring America’s Competitiveness

President’s Information Technology

Advisory Committee

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June 2005

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Computational Science:

Emerging Opportunities and Challenges

Bruce Hendrickson

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Senior Manager for Computer Science & Mathematics, Sandia National Laboratories1

Aliated Faculty in Computer Science, University of New Mexico

E-mail: bah@sandia.gov

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COMPUTING THE

FUTURE

A BROADER AGENDA FOR COMPUTER

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SCIENCE AND ENGINEERING

Juris Hartmanis and Herbert Lin, Editors

Committee to Assess the Scope and Direction of Computer Science

and Technology

Computer Science and Telecommunications Board

Commission on Physical Sciences, Mathematics, and Applications

National Research Council

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The Future of Computing—Visions and Reflections

Ann Light

e-Horizons Project of the Oxford Internet Institute and Oxford e-Research Centre

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Forum organisers:

Ann Blandford

University College London

Marina Jirotka

University of Oxford

Ursula Martin

Queen Mary University of London

William H. Dutton

Oxford Internet Institute (OII)

OII / e-Horizons Forum Discussion Paper No. 11

Oxford Internet Institute

University of Oxford

1 St Giles Oxford OX12 3JS

United Kingdom

August 2007

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REDUCED-ORDER AERODYNAMIC MODELS FOR AEROELASTIC CONTROL OF TURBOMACHINES

by

KAREN ELIZABETH WILLCOX

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B.E. University of Auckland, New Zealand (1994)

S.M. Massachusetts Institute of Technology (1996)

SUBMITTED TO THE DEPARTMENT OF AERONAUTICS AND

ASTRONAUTICS

IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE

OF

DOCTOR OF PHILOSOPHY

at the

MASSACHUSETTS INSTITUTE OF TECHNOLOGY

February 2000

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Krylov projection framework for Fourier model reduction

Serkan Gugercin, Karen Willcox,∗

Department of Mathematics, Virginia Tech, 442 McBryde Hall, Blacksburg, VA 24061-0123, USA

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Department of Aeronautics and Astronautics, MIT, 77 Massachusetts Avenue, Room 37-447, Cambridge, MA 02139, USA

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Interpolation among reduced-order matrices to obtain parameterized models for design, optimization and probabilistic analysis

Joris Degroote1,2, Jan Vierendeels1 and Karen Willcox2,∗,†

1Department of Flow, Heat and Combustion Mechanics, Ghent University, Sint-Pietersnieuwstraat 41,

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B-9000 Ghent, Belgium

2Massachusetts Institute of Technology, Department of Aeronautics and Astronautics, 77 Massachusetts Ave,

Room 37-447, Cambridge, MA 02139, U.S.A.

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Development of a computational model for astronaut reorientation

Leia Stirling, Karen Willcox, Dava Newman