Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias
多激发投影模拟:受多体物理启发的归纳偏置
机构 * University of Innsbruck, Institute for Theoretical Physics(因斯布鲁克大学理论物理研究所)
AI总结 本文提出多激发投影模拟(mePS)方法,通过受多体物理启发的归纳偏置解决超图建模中的指数复杂性问题,并在多个场景中验证了其资源节省和可解释性优势。
Comments 41 pages, 9 figures; Code repository at https://github.com/MariusKrumm/ManyBodyMEPS. Updated to be consistent with AIJ version
Journal ref Artificial Intelligence 352, 104489 (2026)