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