TY - RPRT TI - Hierarchical transfer learning: an agile and equitable strategy for machine-learning interatomic models AU - Lindsey, Rebecca K. [Univ. of Michigan, Ann Arbor, MI (United States)] AU - Oladipupo, Awwal D. [Univ. of Michigan, Ann Arbor, MI (United States)] AU - Bastea, Sorin [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] AU - Steele, Bradley A. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] AU - Kuo, I-Feng W. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] AU - Goldman, Nir [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Univ. of California, Davis, CA (United States)] PY - 2026 DO - 10.1038/s41524-025-01863-4 UR - https://www.osti.gov/biblio/3020748 ID - 3020748 ER -