Publications

2010

  • J. Zack, E. J. Natenberg, S. Young, G. V. Knowe, K. Waight, J. Manobianco, and C. Kamath, “Application of ensemble sensitivity analysis to observation targeting for short term wind speed forecasting in the Tehachapi region winter season,” LLNL Technical Report LLNL-TR-460956, October 2010.
  • J. Zack, E. J. Natenberg, S. Young, G. V. Knowe, K. Waight,J. Manobianco, and C. Kamath, “Application of ensemble sensitivity analysis to observation targeting for short term wind speed forecasting in the Washington-Oregon region,”LLNL Technical Report LLNL-TR-458086, October 2010.
  • E. J. Natenberg, J. Zack,S. Young, J. Manobianco, and C. Kamath, ” A new approach using targeted observations to improve short term wind power forecasts, ” AWEA WindPower 2010 Conference and Exhibition, Dallas, TX, May 2010.
  • C. Kamath, Y. Xiao, and Z. Lin. “Analysis of structures and event size statistics in plasma turbulence: Preliminary results”, International Sherwood Fusion Theory Conference, Seattle, WA, April 2010.
  • C. Kamath, “Understanding wind ramp events through analysis of historical data,” IEEE PES Transmission and Distribution Conference, New Orleans, April 2010.
  • J. Zack, E. J. Natenberg, S. Young, J. Manobianco, and C. Kamath, “”Application of ensemble sensitivity analysis to observational targeting for short term wind speed forecasting,”LLNL Technical Report LLNL-TR-424442, February, 2010.
  • C. Kamath, “Using simple statistical analysis of historical data to understand wind ramp events,” LLNL Technical report LLNL-TR-423242, February 2010.
  • E. J. Natenberg, J. Zack, S. Young, R. Torn, J. Manobianco, and C. Kamath, “”Application of ensemble sensitivity analysis to observational targeting for wind power forecasting,” 14th Symposium on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS), AMS Annual Meeting, Atlanta, January, 2010.
  • C. Kamath, N. Wale, G. Karypis, G. Pandey, V. Kumar, K. Rajan, N. F. Samatova, P. Breimyer, G. Kora, C. Pan, S.Yoginath, “Scientific Data Analysis”, book chapter in “Scientific Data Management: Challenges, Technology, and Deployment”, A. Shoshani and D. Rotem, editors, Chapman and Hall/CRC Press, pp 281-324, 2010.

2009

  • C. Kamath, A. Gezahegne, and P. L Miller, “Identification of coherent structures in three-dimensional simulations of a fluid-mix problem, ” International Journal of Image and Graphics, Volume 9, No. 3, pp. 389-410, July 2009.

2008

  • C. Kamath, “Application-driven data analysis”, Editorial, Statistical Analysis and Data Mining, Vol 1, Issue 5, 2008.
  • A. Gezahegne and C. Kamath, “Tracking non-rigid structures in computer simulations,” IEEE International Conference on Image Processing, San Diego, October 2008, pp. 1548-1551.
  • W. P. Kegelmeyer, R. Calderbank, T. Critchlow, L. Jameson, C. Kamath, J. Meza, N. Samatova, and A. Wilson, “Mathematics for Analysis of Petascale Data: Report on a Department of Energy Workshop”, June 2008.
  • C. Kamath, “Sapphire: Experiences in Scientific Data Mining,”, SciDAC 2008, Journal of Physics Conference Series 125, 012094, July 2008.
  • A. Goodman, C. Kamath, V. Kumar, “Data analysis in the 21st century,” Editorial, Statistical Analysis and Data Mining, Vol. 1, Issue 1, Feb 2008, pp 1-3.