TY - RPRT TI - Evaluating the Maturity Level of Scientific Machine Learning Explainability AU - Goode, Katherine Jean [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000328634470) AU - Acquesta, Erin Carolyn Solfiell [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000320057816) AU - Adams, Jason Ross [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000320854911) AU - Krishnakumar, Raga [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:000000022479754X) AU - Diaz, Candace Pauline [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] AU - Prudencio, Ernesto Esteves [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] PY - 2025 DO - 10.2172/3018795 UR - https://www.osti.gov/biblio/3018795 ID - 3018795 ER -