Carnegie Mellon University and Massachusetts Institute of Technology
This goal of this study is to examine the effects of 6 different alternative fuels in each one of 12 different scenarios. This study will require a total of over 1000 CPU hours (45 CPU days) to perform all the computations. Our system allows us to perform these runs in parallel on a series of high-performance workstations so that all the calculations necessary to complete the study can be done in a week, rather than a month and a half. This drastic increase in turn-around time allows us much greater flexibility in choosing different scenarioes to examine, and allows us to have a much greater impact on policy formulation.
Parallelization of the Urban and Regional Model - order of magnitude speedups on workstation clusters
Development of the GEMS prototype - improved ease-of-use, data management, and advanced visualization
Comments on or problems with the project WWW pages should be directed to Erik Riedel ( riedel@cmu.edu ).
Developing cost-effective solutions to pressing environmental problems such as air pollution requires mathematical models that can describe the physical and chemical processes occurring in the atmosphere. These models are very demanding of computational resources, hindering the development and use of the most scientifically advanced methods. Fortunately, development of parallel and distributed algorithms for such models' computational and data storage requirements is a viable goal. This effort is designed to provide significant advances in parallel/distributed software environments and computational algorithms for environmental modeling.
Gregory J. McRae - Department of Chemical Engineering, Massachusetts Institute of Technology (mcrae@mit.edu)
Bernd Bruegge - School of Computer Science, Carnegie Mellon University (bruegge@cs.cmu.edu)
Peter Steenkiste - School of Computer Science, Carnegie Mellon University (prs@cs.cmu.edu
Fx Parallel FORTRAN Compiler - Carnegie Mellon University
System Software For Multicomputing - Carnegie Mellon University
Parallel Data Laboratory - Carnegie Mellon University
Cray T3D and Alpha Supercluster - Pittsburgh Supercomputing Center
Comprehensive Modeling System - CAMRAQ / Electric Power Research Institute
Kip Walker - School of Computer Sciece, Carnegie Mellon University (kwalker@cmu.edu)
Andrew Kompanek - School of Computer Sciece, Carnegie Mellon University (ak10+@andrew.cmu.edu)
David Rothenberger - School of Computer Sciece, Carnegie Mellon University (rothenberger@cmu.edu)
Erik Riedel - School of Computer Sciece, Carnegie Mellon University (riedel@cmu.edu)
Gabriel Underwood - School of Computer Sciece, Carnegie Mellon University (gabe+@cmu.edu)
Todd Kulick - School of Computer Sciece, Carnegie Mellon University (kulick+@cmu.edu)
Naresh Kumar - Department of Mechanical Engineering, Carnegie Mellon University (kumar@pollution.me.cmu.edu)
Laurie McNair - Department of Mechanical Engineering, Carnegie Mellon University (mcnair@pollution.me.cmu.edu)
Michelle Bergin - Department of Mechanical Engineering, Carnegie Mellon University (bergin@pollution.me.cmu.edu)
James Wilkinson - Department of Engineering and Public Policy, Carnegie Mellon University (jw75+@andrew.cmu.edu)
Esther Lara - Department of Mechanical Engineering, Carnegie Mellon University (el2j@pollution.me.cmu.edu)
B. Bruegge, E. Riedel "Geographic Environmental Modeling System: Towards an Object-Oriented Framework", Proceedings of the 8th Annual European Conference on Object-Oriented Programming (ECOOP '94), Bologna, July 1994.
A. Beguelin, B. Bruegge "A Configurable Distributed Monitoring System for Parallel Programming", Proceedings of the Second International Workshop on Configurable Distributed Systems, IEEE Computer Society Press, March 1994.
B. Bruegge, T. Gottschalk and B. Luo "A Framework For Dynamic Program Analyzers", Proceedings of the Conference on Object-Oriented Programming Systems, Languages, and Applications (OOPSLA '93), ACM Press, September 1993.
B. Bruegge, N. Kumar, E. Riedel, A. Russell, E. Segall, and P. Steenkiste, "Distributed Environmental Modeling," CMU Research Exhibit. Presented at ACM Supercomputing Conference, October 1993, Portland, OR.
N. Kumar and A. Russell, "Multiscale Air Quality Modeling of Northeastern United States", submitted for publication in the Journal of Geophysical Research, December 1994.
A. Russell, J. Milford, M. Bergin, S. McBride, L. McNair, Y. Yang, W. Stockwell, and B. Croes, "Urban Ozone Control and Atmospheric Reactivity of Organic Gases", Science, Volume 269, January 1995.
L. McNair, A. Russell, M. Odman, B. Croes, L. Kao, "Airshed Model Evaluation of Reactivity Adjustment Factors Calculated with the Maximum Incremental Reactivity Scale for Transitional-Low Emissions Vehicles", Journal of the Air and Waste Management Association, Volume 44, 1994.
L. McNair, R. Harley, and A. Russell, "Spatial Inhomogeneity in Pollutant Concentrations, and their Implications for Air Quality Model Evaluation", Atmospheric Environment, Volume 30, No. 24, 1996.
L. McNair, "Photochemical Air Quality Model Evalution and ROG Reactivity Analysis" Department of Mechanical Engineering, Carnegie Mellon University, PhD dissertation, August 1995.
S. Elliott, L. McNair, D. Blake, F. Sherwood, A. Russell, M. Williams, G. Streit, M. Brown, R. Lu, J. Keyantash, R. Turco, J., J. Bossert, M. Gupta, R. Cicerone, M. Santoyo, F. Guzman, "Valley of Mexico Propane Distributions Simulated in an Urban Grid System", submitted to the Environmental Modeling Series volume 4, Computational Mechanics Publications, Southhampton, UK, 1997.
L. McNair, A. Russell, M. Williams, G. Streit, X. Cruz, M. Santoyo, F. Guzman, "Photochemical Airshed Modeling of the Mexico City Metropolitan Area", in preparation.
L. McNair, A. Russell, M. Odman, "Airshed Calculation of the Sensitivity of Pollutant Formation to Organic Compound Classes and Oxygenates Associated with Alternative Fuels", Journal of the Air and Waste Management Association, Volume 42, 1992.
N. Kumar, E. Segall, A. Russell and P. Steenkiste, "Parallel and Distributed Application of an Urban and Regional Multiscale Model", submitted for publication in Computers in Chemical Engineering, November 1994.
N. Kumar, E. Riedel, G. McRae, B. Bruegge, E. Segall. A. Russell and P. Steenkiste, "Development of an Advanced, Photochemical Modeling System: an Interdisciplinary Approach," Presented at Regional Photchemistry Symposium, San Diego, CA, November 1993.
A. Russell "Computing a Solution to Air Pollution," Presented at Supercomputer Applications in the Environment, Sao Paolo, Brazil, December 1993.
M. Tatang and G. McRae, "Direct Treatment of Uncertainty in Chemical Equilibria and Kinetic Systems", submitted for publication in the Journal of Physical Chemistry, 1994.
M. Tatang, T. Resch, P. Wyckoff, and G. McRae, "Field Approximation by Empirical Karhunen-Loeve Series Expansions", submitted for publication in the SIAM Journal of Scientific and Statistical Computing, 1994.
P. Wyckoff, G. McRae, "Automatic Documentation of Complex Computer Codes", submitted for publication in Software Engineering, 1994.