Sandia Energy > Programs > Electric Grid > Advanced Grid Modeling > Key Personnel > Karina Munoz-Ramos Karina Munoz-Ramos Senior Member of Technical Staff Contact Information Karina Munoz-Ramos / 505-844-3296 Biography Karina Munoz-Ramos received her B.S. and M.S. in electrical engineering from the New Mexico Institute of Mining and Technology in 2007 and 2009, respectively. Since then, she has been at Sandia National Laboratories, where she is currently a Senior Member of Technical Staff. Education Masters of Science, Electrical Engineering, New Mexico Institute of Mining and Technology, 2009 Bachelors of Science, Electrical Engineering, New Mexico Institute of Mining and Technology, 2007 Google Scholar: Karina Munoz-Ramos Key Publications 2019 J Eddy, K Munoz-Ramos, A Zolan, “The Microgrid Performance Reliability Model (MPRM) v. 1.50 Beta,” Sandia National Lab.(SNL-NM), Albuquerque, NM (United States) 2017 Speed, Ann, Gauthier, John H., Hoffman, Matthew John, Wachtel, Amanda, Kittinger, Robert Scott, and Munoz-Ramos, Karina. Method for Determining the Sensitivity of a Physical Security System. Sandia National Laboratories report SAND2017-5790. 2017. Amanda Wachtel, Karina Muñoz-Ramos, Matthew, Hoffman, John Gauthier, Ann Speed, Robert Kittinger, Jessica Turnley. Modeling Human-Technology Interaction as a Sociotechnical System of Systems. 12th System of Systems Engineering Conference (SoSE),. 2017.