Applications of Statistics to Physical Sciences and Earth Sciences
Education
Ph.D., Statistics
The Pennsylvania State University
2010
M.S., Statistics
University of Illinois Urbana-Champaign
B.S., Electrical Engineering
TBD
Positions
- Present | Scientist, Statistical Sciences Group
Professional Societies
• Member of the American Statistical Association
• Chapter Representative, Albuquerque Statistical Association
Publications
Bhat, K. S. Mebane, D.S, Storlie, C.B., Mahapatra, P. (2015). Upscaling Uncertainty with Dynamic Discrepancy for a Multi-scale Carbon Capture System. Journal of the American Statistical Association (tentatively accepted).
Bhat, K.S., Sherman,B., Storlie, C.B. (2015). Calibration of a High Dimensional Parameter Space for a Solvent Model. (in preparation).
Bhat, K.S., Tasseff, B., Judi, D., Bent, R. (2015). Uncertainty Quantification Approaches for Combining Multi-Resolution Output for Prediction of Dam Breaches (in preparation).
Bhat, K. S., Mebane, D.S, Kim, H., Eslick, J., Wendelberger, J.R, Miller, D.C. (2013) Upscaling Parameter Uncertainty and Model Discrepancy for a Process Model. Technical report, Los Alamos National Laboratory.
Mebane, D.S, Bhat, K. S., Kress, J.D., Fauth, D.J, Gray, M.L., Lee, D., Miller, D.C. (2013) Bayesian calibration of thermodynamic models for the uptake of CO2 in supported amine sorbents using ab initio priors. Physical Chemistry Chemical Physics,15(12):4355-4366.
Bhat, K. S., Haran, M., Olson, R., Keller, K. (2012) Inferring likelihoods and climate system characteristics from climate models and spatio-temporal tracer data. Environmetrics. 23(4): 345-362.
Bhat, K. S., Birdsell, S., Hamada, M. (2012) The Interplay Between Science and Statistics in Modeling Stress-Strain Curve Data Quality Engineering 25(1):11-22
Bhat, K. S., Haran, M., Terando, A., Keller, K. (2011) Climate Projections Using Bayesian Model Averaging and Space-Time Dependence. Journal of Agricultural, Biological and Environmental Statistics. 16(4):606-628
