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Simulated petrological labels enable probabilistic mineralogy prediction from whole-rock geochemistry
Modal mineralogy, the mineral identities and abundances in rocks, guides geological studies and industrial resource extraction. While measuring modal mineralogy is time-intensive, whole-rock chemical measurements furnish elemental concentrations at higher throughput. Predicting mineralogy from eleme
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