Bayesian modeling, computer model emulation and calibration, uncertainty quantification, model validation, Gaussian processes, sequential Monte Carlo, machine learning
Education
PhD, Statistics and Actuarial Science
Simon Fraser University
2017
Bachelors of Science, Physics
University of Michigan
2005
Positions
2018 - Present | Scientist
Professional Societies
American Statistical Association
Publications
M. J. Grosskopf, D. Bingham, W. D. Hawkins, D. Perez-Nunez, M. L. Adams. Generalized Computer Model Calibration for Non-Continuous Outcomes: An Application to Radiation Transport. Technometrics. In revision.
A. Chakraborty, D. Bingham, S. S. Dhavala, C. C. Kuranz, R. P. Drake, M. J. Grosskopf, E. M. Rutter, B. R. Torralva, J. P. Holloway, R. G. McClarren, B. K. Mallick, Emulation of numerical models with over-specified basis functions. Technometrics. 59(2), 153-164
R. B. Gramacy, D. Bingham, J. P. Holloway, M. J. Grosskopf,C. C. Kuranz, E. M. Rutter, M. R. Trantham, R. P. Drake, Calibrating a large computer experiment simulating radiative shock hydrodynamics. The Annals of Applied Statistics. 9 3:1141–1168. 2015.
J. Goh, D. Bingham, J. P. Holloway, M. J. Grosskopf, C. C.Kuranz, E. M. Rutter, Prediction and computer model calibration using outputs from multifidelity simulators. Technometrics, 55 4:501–512. 2013.
M. J. Grosskopf, R. P.Drake, A. R. Miles, T. Plewa, C. C. Kuranz, Modeling of aspheric, diverging hydrodynamic instability experiments on the National Ignition Facility. High Energy Density Physics. 9 3:439–447. 2013.
M. J. Grosskopf, R. P.Drake, C. C. Kuranz, H. S. Park, N. L. Kugland, S. Pollaine, J. S. Ross, B. A. Remington, A. Spitkovsky, L. Gargate, G. Gregori, A. Bell, C. D. Murphy, J. Meinecke, B. Reville, Y. Sakawa, Y. Kuramitsu, H. Takabe, D. H. Froula, G. Fiksel, F. Miniati, M. Koenig, A. Ravasio, E. Liang, N. Woolsey, Simulation of Laser-Driven, Ablated Plasma Flows in Collisionless Shock Experiments on OMEGA and the NIF. High Energy Density Physics. 9 1:192–197. 2013.