Workshop on Dynamic Data-Driven Application Systems
ICCS 2005, Emory University, Atlanta, Georgia, U.S.A.
May 23-24, 2005
Abstract
This workshop covers several aspects of the Dynamic Data Driven
Applications Systems (DDDAS) concept, which is an established approach
defining a symbiotic relation between an application and sensor based
measurement systems. Applications can accept and respond dynamically to new
data injected into the executing application. In addition, applications can
dynamically control the measurement processes. The synergistic feedback
control-loop between an application simulation and its measurements opens new
capabilities in simulations, e.g., the creation of applications with new and
enhanced analysis and prediction capabilities, greater accuracy, longer
simulations between restarts, and enable a new methodology for more efficient
and effective measurements. DDDAS transforms the way science and engineering
are done with a major impact in the way many functions in our society are
conducted, e.g., manufacturing, commerce, transportation, hazard prediction
and management, and medicine. The workshop will present such new
opportunities as well as the challenges and approaches in technology needed to
enable DDDAS capabilities in applications, relevant algorithms, and software
systems. The workshop will showcase ongoing research in these aspects with
examples from several important application areas. All related areas in
Data-Driven Sciences are included in this workshop.
This workhop was part of the
International Conference on Computational Sciences 2005.
Papers and citations
The citation is Computational Science - ICCS 2005: 5th International
Conference, Atlanta, Georgia, USA, May 22-25, 2005, Proceedings, Part II, Vaidy S. Sunderam,
Geert Dick van Albada, Peter M.A. Sloot, Jack J. Dongarra (eds.), Lecture
Notes in Computer Science series, vol. 3515, Springer-Verlag Heidelberg, 2005.
The volume is online at
http://www.springeronline.com/3-540-26043-9.
Page numbers for individual papers are with each entry below.
The speaker's name is underlined.
Monday, May 23
Session 1 (1:40-3:20)
- John Michopoulos, Charbel Farhat, Elias Houstis,
Panayota Tsompanopoulou, Haiping Zhang, and Thomas Gullaud,
Dynamic Data Driven Methodologies for Multiphysics System Modeling and
Simulation,
pp. 616-623.
Talk
Abstract
Movie
- Beth Plale, Dennis Gannon, Dan Reed, Sara Graves,
Kelvin Droegemeier, Bob Wilhelmson, and Mohan Ramamurthy,
Towards Dynamically Adaptive Weather Analysis and Forecasting in LEAD,
pp. 624-631.
Talk
Abstract
- Jan Mandel, Lynn S. Bennethum, Mingshi Chen, Janice L. Coen,
Craig C. Douglas, Leopoldo P. Franca, Craig J. Johns, Minjeong Kim,
Andrew V. Knyazev, Robert Kremens, Vaibhav Kulkarni, Guan Qin,
Anthony Vodacek, Jianjia Wu, Wei Zhao, and Adam Zornes,
Towards a Dynamic Data Driven Application System for Wildfire Simulation,
pp. 632-639.
Talk
Abstract
Movies
- Craig C. Douglas, Yalchin Efendiev, Richard Ewing, Victor Ginting,
Raytcho Lazarov, Martin J. Cole, Greg Jones, and Chris R. Johnson,
Multiscale Interpolation, Backward in Time Error Analysis for Data-Driven
Contaminant Simulation,
pp. 640-647.
Talk
Abstract
Session 2 (3:40-5:40)
- Adrian Sandu, Emil M. Constantinescu, Wenyuan Liao,
Gregory R. Carmichael, Tianfeng Chai, John H. Seinfeld, and Dacian Descu,
Ensemble-Based Data Assimilation for Atmospheric Chemical Transport Models,
pp. 648-655.
Talk
Abstract
- M. Parashar, V. Matossian, W. Bangerth, H. Klie, B. Rutt, T. Kurc,
U. Catalyurek, J. Saltz, and M.F. Wheeler,
Towards Dynamic Data-Driven Optimization of Oil well Placement,
pp. 656-663.
Talk
Abstract
- Christoph Hoffmann, Ahmed Sameh, and Ananth Grama,
High-Fidelity Simulation of Large Scale Structures,
pp. 664-671.
Talk
Abstract
- A. Majumdar, A. Birnbaum, D. Choi, A. Trivedi, S. K. Warfield,
K. Baldridge, and P. Krysl,
A Dynamic Data Driven Grid System for Intra-operative Image Guided
Neurosurgery,
pp. 672-679.
Talk
Abstract
- D. Morikis,
Structure-based Integrative Computation and Experimental Approach for the
Optimization of Drug Design,
pp. 680-688.
Talk
Abstract
Movie
- I.V. Pivkin, E. Hueso, R. Weinstein, D.H. Laidlaw, S. Swartz,
and G.E. Karniadakis,
Simulation and Visualization of Air Flow Around Bat Wings During Flight,
pp. 689-694.
Talk+Movies (Windows only)
Abstract
Tuesday, May 24
Session 3 (3:40-5:40)
- A. Chaturvedi, S.A. Filatyev, J.P. Gore, and A. A. Mellema,
Integrating Fire, Structure and Agent Models,
pp. 695-702.
Talk
Abstract
Movies
- Mark Gaynor, Margo Seltzer, and Steve Moulton,
A Dynamic, Data-Driven, Decision Support System for Emergency Medical Services,
pp. 703-711.
Talk
Abstract
- Dimitris Metaxas and G. Tsechpenakis,
Dynamic data Driven Coupling of Continuous and Discrete Methods in 3D
Tracking,
pp. 712-720.
Talk
Abstract
Movies
- David Brogan, P. Reynolds, R. Bartholet, J. Carnahan,
and Y. Loitiere,
Semi-Automated Simulation Transformation for DDDAS,
pp. 721-728.
Talk
Abstract
- Andrew Grimshaw, Marty Humphrey, John C. Knight, Anh Nguyen-Tuong,
Jonathan Rowanhill, Glenn Wasson, and Jim Basney,
The Development of Dependable and Survivable Grids,
pp. 729-737.
Talk
Abstract
- John Michopoulos and Sam Lambrakos,
On the Fundamental Tautology of Validating Data-Driven Models and Simulations,
pp. 738-745.
Talk
Abstract
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