Predicting Multi-Component Mineral Compositions in Gale crater, Mars with Label Distribution Learning


Shaunna M Morrison1, Feifei Pan2, Olivier C Gagné1, Anirudh Prabhu2, Ahmed Eleish2, Peter Arthur Fox2, Robert T Downs3, Thomas Bristow4, Elizabeth B Rampe5, David Frederick Blake4, David Vaniman6, Cherie Achilles7, Douglas W Ming5, Albert Yen8, Allan H Treiman9, Richard V Morris5, Steve Chipera10, Patricia Craig9, Valerie Tu11, Nicholas Castle9, Philippe Sarrazin12, David J Des Marais4 and Robert Hazen13, (1)Geophysical Laboratory of the Carnegie Institution for Science, Washington, DC, United States, (2)Rensselaer Polytechnic Institute, Troy, NY, United States, (3)University of Arizona, Department of Geosciences, Tucson, AZ, United States, (4)NASA Ames Research Center, Moffett Field, CA, United States, (5)NASA Johnson Space Center, Houston, TX, United States, (6)Planetary Science Institute, Tuscon, CA, United States, (7)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (8)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (9)Lunar and Planetary Institute, Houston, TX, United States, (10)Chesapeake Energy, Oklahoma City, OK, United States, (11)Jacobs at NASA Johnson Space Center, Houston, United States, (12)SETI Institute Mountain View, Mountain View, CA, United States, (13)Carnegie Institution for Science, Geophysical Laboratory, Washington, DC, United States