• Chintan A. Dalal

  •  
  • › About
  • › Research
    • ›› S2S Forecasting
    • ›› Geometric Anisotropy
    • ›› Statistical Emulator
    • ›› Sea Level
    • ›› Brain
    • ›› Pose Reconstruction
    • ›› Ground Vehicle
    • ›› Surface Vehicle
    • ›› Cable Robot
    • ›› Reconfigurable Robot
  • › Publications
  • › Teaching
  • › Contact/Links

› Peer-Reviewed Publications:

  • C. Dalal, High-dimensional Manifold Geostatistics, Doctoral Dissertation, Rutgers University, 2019. [PDF] [Presentation]
  • C. Dalal, D. Nychka, C. Tebaldi, Covariance structure analysis of climate model output, Sixth International Workshop on Climate Informatics, 2016. [Most notable paper] [PDF] [Presentation]
  • C. Dalal, V. Pavlovic, R. Kopp, Sea level estimation using the Riemannian manifold and a non-stationary covariance function, Fifth International Workshop on Climate Informatics, 2015. [Most notable paper] [PDF] [Presentation]
  • J. Williford, C. Dalal and M.Shim, Spatial multi modal mean background model for real-time MTI, Proceedings of the SPIE, Volume 7338, pp. 73380A-73380A-11, 2009. [PDF]

› Peer-Reviewed Abstracts:

  • C. Dalal, V. Pavlovic, R. Kopp, Estimating the ocean surface level using the intrinsic non-stationary covariance function, American Geophysical Union, 2015. [PDF]

› Non Peer-Reviewed Papers:

  • C. Dalal, V. Pavlovic, R. Kopp, Intrinsic non-stationary covariance function for climate modeling, ArXiv e-prints, 2015. [PDF]

› Papers In Preparation:

  • C. Dalal and Arindam Banerjee ENSO subseasonal to seasonal forecasting using LSTM.
  • C. Dalal, Douglas Nychka, Vladimir Pavlovic, and Robert Kopp, Non-stationary Gaussian process model: Anisotropic locally fitted non-stationary covariance function.
  • C. Dalal, Douglas Nychka, Vladimir Pavlovic, and Robert Kopp, Multi-source non-stationary Gaussian process model: Statistical downscaling of geological datasets using data fusion.
  • C. Dalal, Douglas Nychka, and Claudia Tebaldi, Statistical emulator using manifold representation of climate model outputs.

› Posters:

  • C. Dalal, M. Bhatti and D. Lee, Simultaneous localization and motion planning for a cable actuated robot, University of Pennsylvania, School of Engineering and Applied Science, Feb 2005. [PDF]
  • C. Dalal and M. Yim, Passive reconfigurable robot, University of Pennsylvania, School of Engineering and Applied Science, Feb 2005. [PDF]

Last updated December 2018;
©2018 Chintan Dalal.