Browsing Tetherless World Publications by Author "Achilles, C. N."

Now showing items 1-3 of 3

    • Machine Learning in Predicting Multi-Component Mineral Compositions in Gale Crater, Mars 

      Morrison, S.M.; Pan, Feifei; Prabhu, Anirudh; Eleish, Ahmed; Fox, Peter; Gagne, O.; Downs, R. T.; Bristow, T. F.; Rampe, E. B.; Blake, D. F.; Vaniman, D. T.; Achilles, C. N.; Ming, D. W.; Yen, A. S.; Treiman, A. H.; Morris, R. V.; Chipera, S. J.; Craig, P. I.; Tu, V. M.; Hazen, Robert (Goldschmidt, 2019)
      To better understand the formational conditions and geologic history of the minerals found in by NASA MSL rover Curiosity in Gale crater, Mars the CheMin X-ray diffractometer team developed a crystal-chemical method to ...

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

      Morrison, S.M.; Pan, Feifei; Gagné, O.C.; Prabhu, Anirudh; Eleish, Ahmed; Fox, Peter; Downs, R.T.; Bristow, T.F.; Rampe, E.B.; Blake, D.F.; Vaniman, D.T.; Achilles, C. N.; Ming, D.W.; Yen, A.S.; Treiman, A.H.; Morris, R.V.; Chipera, S.J.; Craig, P.I.; Tu, V.M.; Castle, N.; Sarrazin, P.; Des Marais, D.J.; Hazen, Robert (AGU, 2018-01-01)

    • Relationships between unit-cell parameters and composition for rock-forming minerals on Earth, Mars, and other extraterrestrial bodies 

      Morrison, S.M.; Down, R. T.; Blake, D. F.; Prabhu, Anirudh; Eleish, Ahmed; Vaniman, D. T.; Ming, D. W.; Rampe, E. B.; Hazen, Robert; Achilles, C. N.; Treiman, A. H.; Yen, A. S.; Morris, R. V.; Bristow, T. F.; Chipera, S. J.; Sarrazin, P. C.; Fendrich, K. V.; Morookian, J. M.; Farmer, J. D.; Des Marais, D. J.; Craig, P. I. (De Gruyter, 2018-05-28)
      Mathematical relationships between unit-cell parameters and chemical composition were developed for selected mineral phases observed with the CheMin X-ray diffractometer onboard the Curiosity rover in Gale crater. This ...