TY - RPRT TI - HPC-Driven Modeling with ML-Based Surrogates for Magnon-Photon Dynamics in Hybrid Quantum System AU - Song, Jialin [Simon Fraser University, Burnaby, BC (Canada)] AU - Tang, Yingheng [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] AU - Ren, Pu [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] AU - Takayoshi, Shintaro [University of Wisconsin, Madison, WI (United States)] AU - Sawant, Saurabh [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] AU - Zhu, Yujie [University of Wisconsin, Madison, WI (United States)] AU - Hu, Jia-Mian [University of Wisconsin, Madison, WI (United States)] AU - Nonaka, Andy [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); University of California, Berkeley, CA (United States). International Computer Science Institute (ICSI)] AU - Mahoney, Michael W. [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); University of California, Berkeley, CA (United States)] AU - Erichson, Benjamin [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); University of California, Berkeley, CA (United States). International Computer Science Institute (ICSI)] AU - Yao, Zhi Jackie [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] PY - 2025 DO - 10.23919/aces66556.2025.11052493 UR - https://www.osti.gov/biblio/3391495 ID - 3391495 ER -