TY - RPRT TI - Model-driven prediction for accelerator magnet diagnostics to improve operation reliability AU - Song, Minghao [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000270550660) AU - Bai, Feng [Zhejiang Univ., Hangzhou (China)] (ORCID:0000000216392091) AU - Hu, Yong [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000239905726) AU - O’Shea, Finn H. [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] (ORCID:0000000323987381) AU - Ratner, Daniel [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] AU - Smith, Reid [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000225388924) AU - Wang, Guimei [Brookhaven National Laboratory (BNL), Upton, NY (United States)] PY - 2025 DO - 10.1016/j.nima.2025.171036 UR - https://www.osti.gov/biblio/2998288 ID - 2998288 ER -