TY - RPRT TI - Interpretable machine learning models classify minerals via spectroscopy AU - Smith, Robert [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000260581025) AU - Spano, Tyler L. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000165729722) AU - McDonnell, Marshall [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000237132117) AU - Drane, Lance [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000188081228) AU - Gibbs, Ian [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Miskowiec, Andrew [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000203612614) AU - Niedziela, Jennifer L. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:000000022990923X) AU - Shields, Ashley E. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000210085242) PY - 2025 DO - 10.1038/s41598-025-92686-2 UR - https://www.osti.gov/biblio/2564759 ID - 2564759 ER -