TY - RPRT TI - Transforming Legacy Equation of State Databases into Interatomic Potentials via Machine Learning AU - Salas, Ember Sikorski [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000332926564) AU - Moore, Stan Gerald [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000189512886) AU - Goff, James Michael [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000170267200) AU - McCarthy, Megan Jeanne [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000343884953) AU - Lentz, Meghan Kathleen [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000272799347) AU - Modine, Normand A. [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] AU - Thompson, Aidan P. [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000203249114) AU - Wood, Mitchell Anthony [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] PY - 2025 DO - 10.2172/3375796 UR - https://www.osti.gov/biblio/3375796 ID - 3375796 ER -