Sean M Wahl, University of California Berkeley, Berkeley, CA, United States, William B Hubbard, University of Arizona, Tucson, AZ, United States and Burkhard Militzer, University of California Berkeley, Department of Earth and Planetary Science, Berkeley, CA, United States