Requirements for DDDAS Flexible Point Support

Dynamic data-driven application systems (DDDAS) integrate computer simulations with experimental observations to study phenomena with greater speed and accuracy than could be achieved by either experimentation or simulation alone. One of the key challenges behind DDDAS is automatically adapting simu...

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Main Authors: Carnahan, J.C., Reynolds, P.F.
Format: Conference Proceeding
Language:English
Subjects:
Analytical models
Application software
Computational modeling
Computer science
Computer simulation
Context modeling
Performance gain
Research initiatives
Software design
Software performance
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Reynolds, P.F.
description Dynamic data-driven application systems (DDDAS) integrate computer simulations with experimental observations to study phenomena with greater speed and accuracy than could be achieved by either experimentation or simulation alone. One of the key challenges behind DDDAS is automatically adapting simulations when experimental data indicates that a simulation must change. Coercion is a semi-automated simulation adaptation approach that can be automated further if elements of the simulation called flexible points are described in advance. In this paper, we use a number of DDDAS adaptation examples to identify the information that needs to be captured about flexible points in order to support coercion
doi_str_mv 10.1109/WSC.2006.323009
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subjects Analytical models
Application software
Computational modeling
Computer science
Computer simulation
Context modeling
Performance gain
Research initiatives
Software design
Software performance
title Requirements for DDDAS Flexible Point Support
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