Refereed Journals



  • Black box optimization using MODFLOW-FMP2: Determining trade-offs in crop distribution, K.R. Fowler, E.W. Jenkins, C. Ostrove, J.C. Chrispell, M.W. Farthing, M. Parno, Environmental Modelling & Software, Volume 69, July 2015, Pages 280-291.

  • Applicability of Surrogates to Improve Efficiency of Particle Swarm Optimization, M.D. Parno, T.Hemker and K.R. Fowler, Engineering Optimization, Volume 44, Issue 5. 2012.

  • Derivative-free optimization via evoluationary algorithms guiding local search (EAGLS) for MINLP, J.D. Griffin, K.R. Fowler, G.A. Gray, T. Hemker and M.D. Parno. Pacific Journal of Optimization, Volume 7, Number 3. 2011.

Technical Reports

  • Bayesian data assimilation for stochastic multiscale models of transport in porous media., J. Ray, S. Lefantzi, K. Klise, L. Salazar, SA McKenna, B. van Bloemen Waanders, MD Parno, YM Marzouk. Sandia National Laboratories Technical Report, SAND Report SAND2011-6811. 2011.

  • A Framework for Particle Swarm Optimization with Surrogate Functions, M.D. Parno, T.Hemker and K.R. Fowler. TU-Darmstadt Technical Report, TUD-CS-2009-0319. 2009.