TY - RPRT TI - Feedback, physics, and forecasts: The emerging paradigm of machine learning-driven battery research AU - Vangara, Sreya [Stanford Univ., CA (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] (ORCID:0000000247628773) AU - Nanda, Jagjit [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] AU - Tzeng, Yan-Kai [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] PY - 2026 DO - 10.1557/s43581-026-00153-w UR - https://www.osti.gov/biblio/3025517 ID - 3025517 ER -